/* import Oehlert data files into SAS datasets */

LIBNAME oehlert '.\sas';

data oehlert.emp02_1;
 input std  ergon  ; cards;
       4.90            3.87
       4.50            4.54
       4.86            4.60
       5.57            5.27
       4.62            5.59
       4.65            4.61
       4.62            5.19
       6.39            4.64
       4.36            4.35
       4.91            4.49
       4.70            4.25
       4.77            5.57
       4.75            4.36
       4.60            4.35
       5.06            4.88
       5.51            4.56
       4.66            4.84
       4.95            4.24
       4.75            4.33
       4.67            4.24
       5.06            5.54
       4.44            5.52
       4.46            5.03
       5.43            4.33
       4.83            4.56
       5.05            5.50
       5.78            5.16
       5.10            4.89
       4.68            4.89
       6.06            5.24
;;;;;;

data oehlert.emp02_2;
 input logPhos  days  ; cards;
            4.3             15
            4.6             15
            4.8             15
            5.4             15
            5.3             28
            5.7             28
            6.0             28
            6.3             28
;;;;;;

data oehlert.emp03_2;
 input temp  logTime  ; cards;
         175              2.04
         175              1.91
         175              2.00
         175              1.92
         175              1.85
         175              1.96
         175              1.88
         175              1.90
         194              1.66
         194              1.71
         194              1.42
         194              1.76
         194              1.66
         194              1.61
         194              1.55
         194              1.66
         213              1.53
         213              1.54
         213              1.38
         213              1.31
         213              1.35
         213              1.27
         213              1.26
         213              1.38
         231              1.15
         231              1.22
         231              1.17
         231              1.16
         231              1.21
         231              1.28
         231              1.17
         250              1.26
         250              0.83
         250              1.08
         250              1.02
         250              1.09
         250              1.06
;;;;;;

data oehlert.emp05_10;
 input treat  pctCtrl  ; cards;
            1                99
            2                95
            3                92
            4                95
            5                85
            6                98
            7                99
            1                99
            2                92
            3                95
            4                88
            5                92
            6                99
            7                95
            1                99
            2                95
            3                92
            4                95
            5                92
            6                95
            7                99
            1                99
            2                90
            3                92
            4                95
            5                95
            6                99
            7                95
            8                95
            9                92
           10                99
           11                99
           12                88
           13                65
           14                75
            8                85
            9                90
           10                95
           11                99
           12                88
           13                65
           14                50
            8                95
            9                95
           10                99
           11                99
           12                85
           13                92
           14                72
            8                97
            9                90
           10                95
           11                99
           12                68
           13                72
           14                68
;;;;;;

data oehlert.emp05_5;
 input treat $ freeAcid  ; cards;
       control              4.195
             A              4.125
             B              4.865
            AB              6.155
       control              4.175
             A              4.735
             B              5.745
            AB              6.488
;;;;;;

data oehlert.emp06_1;
 input treat $ rainfall  ; cards;
     nonseeded             1202.6
     nonseeded              830.1
     nonseeded              372.4
     nonseeded              345.5
     nonseeded              321.2
     nonseeded              244.3
     nonseeded              163.0
     nonseeded              147.8
     nonseeded               95.0
     nonseeded               87.0
     nonseeded               81.2
     nonseeded               68.5
     nonseeded               47.3
     nonseeded               41.1
     nonseeded               36.6
     nonseeded               29.0
     nonseeded               28.6
     nonseeded               26.3
     nonseeded               26.1
     nonseeded               24.4
     nonseeded               21.7
     nonseeded               17.3
     nonseeded               11.5
     nonseeded                4.9
     nonseeded                4.9
     nonseeded                1.0
        seeded             2745.6
        seeded             1697.8
        seeded             1656.0
        seeded              978.0
        seeded              703.4
        seeded              489.1
        seeded              430.0
        seeded              334.1
        seeded              302.8
        seeded              274.7
        seeded              274.7
        seeded              255.0
        seeded              242.5
        seeded              200.7
        seeded              198.6
        seeded              129.6
        seeded              119.0
        seeded              118.3
        seeded              115.3
        seeded               92.4
        seeded               40.6
        seeded               32.7
        seeded               31.4
        seeded               17.5
        seeded                7.7
        seeded                4.1
;;;;;;

data oehlert.emp06_3;
 input tempDiff  ; cards;
                     3.19
                     3.15
                     3.13
                     3.14
                     3.14
                     3.13
                     3.13
                     3.11
                     3.16
                     3.17
                     3.17
                     3.14
                     3.14
                     3.14
                     3.15
                     3.15
                     3.14
                     3.15
                     3.12
                     3.05
                     3.12
                     3.16
                     3.15
                     3.17
                     3.15
                     3.16
                     3.15
                     3.16
                     3.15
                     3.15
                     3.14
                     3.14
                     3.14
                     3.15
                     3.13
                     3.12
                     3.15
                     3.17
                     3.16
                     3.15
                     3.13
                     3.13
                     3.15
                     3.15
                     3.05
                     3.16
                     3.15
                     3.18
                     3.15
                     3.15
                     3.17
                     3.17
                     3.14
                     3.13
                     3.10
                     3.14
                     3.07
                     3.13
                     3.13
                     3.12
                     3.14
                     3.15
                     3.14
                     3.14
;;;;;;

data oehlert.emp06_4;
 input x  y  good  ; cards;
        3  8              0
        4  8              1
        5  8              0
        6  8              0
        7  8              0
        2  7              0
        3  7              1
        4  7              1
        5  7              0
        6  7              0
        7  7              0
        8  7              0
        1  6              0
        2  6              1
        3  6              1
        4  6              1
        5  6              0
        6  6              0
        7  6              0
        8  6              0
        9  6              0
        1  5              1
        2  5              1
        3  5              1
        4  5              1
        5  5              0
        6  5              0
        7  5              1
        8  5              1
        9  5              0
        1  4              0
        2  4              0
        3  4              0
        4  4              0
        5  4              0
        6  4              1
        7  4              1
        8  4              0
        9  4              0
        2  3              0
        3  3              0
        4  3              0
        5  3              1
        6  3              1
        7  3              1
        8  3              0
        3  2              0
        4  2              0
        5  2              1
        6  2              1
        7  2              1
        4  1              0
        5  1              0
        6  1              0
;;;;;;

data oehlert.emp08_10;
 input aTemp  gTemp  variety $ amylase  ; cards;
           40     25       B73            391.82
           35     25       B73            427.74
           30     25       B73            486.62
           25     25       B73            469.19
           20     25       B73            383.14
           15     25       B73            338.94
           13     25       B73            283.68
           10     25       B73            269.31
           40     13       B73            292.66
           35     13       B73            422.62
           30     13       B73            443.52
           25     13       B73            438.46
           20     13       B73            350.64
           15     13       B73            305.93
           13     13       B73            319.94
           10     13       B73            286.69
           40     25      Oh73            301.31
           35     25      Oh73            352.88
           30     25      Oh73            376.29
           25     25      Oh73            373.63
           20     25      Oh73            377.53
           15     25      Oh73            308.76
           13     25      Oh73            234.26
           10     25      Oh73            197.05
           40     13      Oh73            269.68
           35     13      Oh73            380.87
           30     13      Oh73            389.41
           25     13      Oh73            400.34
           20     13      Oh73            340.53
           15     13      Oh73            288.57
           13     13      Oh73            260.89
           10     13      Oh73            221.89
           40     25       B73            311.81
           35     25       B73            388.13
           30     25       B73            426.61
           25     25       B73            436.81
           20     25       B73            408.83
           15     25       B73            355.51
           13     25       B73            309.41
           10     25       B73            278.69
           40     13       B73            283.29
           35     13       B73            359.51
           30     13       B73            431.20
           25     13       B73            398.88
           20     13       B73            383.94
           15     13       B73            342.83
           13     13       B73            283.20
           10     13       B73            266.52
           40     25      Oh73            271.38
           35     25      Oh73            296.38
           30     25      Oh73            392.98
           25     25      Oh73            364.75
           20     25      Oh73            364.31
           15     25      Oh73            278.97
           13     25      Oh73            255.35
           10     25      Oh73            198.26
           40     13      Oh73            283.98
           35     13      Oh73            357.14
           30     13      Oh73            420.20
           25     13      Oh73            412.82
           20     13      Oh73            309.51
           15     13      Oh73            271.77
           13     13      Oh73            253.58
           10     13      Oh73            254.44
           40     25       B73            367.37
           35     25       B73            468.13
           30     25       B73            499.77
           25     25       B73            444.01
           20     25       B73            429.03
           15     25       B73            304.54
           13     25       B73            309.91
           10     25       B73            313.00
           40     13       B73            348.05
           35     13       B73            381.86
           30     13       B73            388.28
           25     13       B73            413.67
           20     13       B73            408.42
           15     13       B73            332.23
           13     13       B73            287.86
           10     13       B73            259.79
           40     25      Oh73            300.31
           35     25      Oh73            346.74
           30     25      Oh73            334.73
           25     25      Oh73            386.62
           20     25      Oh73            329.16
           15     25      Oh73            261.27
           13     25      Oh73            239.38
           10     25      Oh73            216.68
           40     13      Oh73            235.34
           35     13      Oh73            338.99
           30     13      Oh73            453.39
           25     13      Oh73            371.85
           20     13      Oh73            312.96
           15     13      Oh73            333.66
           13     13      Oh73            289.53
           10     13      Oh73            246.67
;;;;;;

data oehlert.emp08_2;
 input diet $ normal  deficient  ; cards;
        skim    0.70                1.28
        whey    0.93                1.87
      casein    2.11                2.53
;;;;;;

data oehlert.emp08_4;
 input phos_25  phos_5  calcium  ; cards;
            584     616               0.6
            489     606               0.9
            453     621               1.2
;;;;;;

data oehlert.emp08_5;
 input m_protein  m_zinc  d_zinc  retention  ; cards;
                1       2       1                  48
                2       2       1                  44
                3       2       1                  59
                4       2       1                  64
                1       1       1                  52
                2       1       1                  73
                3       1       1                  76
                4       1       1                  80
                1       2       2                  62
                2       2       2                  56
                3       2       2                  69
                4       2       2                  79
                1       1       2                  74
                2       1       2                  89
                3       1       2                  89
                4       1       2                  88
;;;;;;

data oehlert.emp08_6;
 input r50 $ r21 $ aminoAcid  ; cards;
          no    no               1.697
         yes    no               2.032
          no   yes               2.211
         yes   yes               2.091
          no    no               1.601
         yes    no               2.017
          no   yes               1.673
         yes   yes               2.255
          no    no               1.830
         yes    no               2.409
          no   yes               1.973
         yes   yes               2.987
;;;;;;

data oehlert.emp08_8;
 input alg $ init $ size $ faults  ; cards;
           1      1  large                1
           1      1  large                2
           1      1  large                3
           1      1 medium                1
           1      1 medium                2
           1      1 medium                3
           1      1  small                1
           1      1  small                2
           1      1  small                3
           1      2  large                1
           1      2  large                2
           1      2  large                3
           1      2 medium                1
           1      2 medium                2
           1      2 medium                3
           1      2  small                1
           1      2  small                2
           1      2  small                3
           1      3  large                1
           1      3  large                2
           1      3  large                3
           1      3 medium                1
           1      3 medium                2
           1      3 medium                3
           1      3  small                1
           1      3  small                2
           1      3  small                3
           2      1  large                1
           2      1  large                2
           2      1  large                3
           2      1 medium                1
           2      1 medium                2
           2      1 medium                3
           2      1  small                1
           2      1  small                2
           2      1  small                3
           2      2  large                1
           2      2  large                2
           2      2  large                3
           2      2 medium                1
           2      2 medium                2
           2      2 medium                3
           2      2  small                1
           2      2  small                2
           2      2  small                3
           2      3  large                1
           2      3  large                2
           2      3  large                3
           2      3 medium                1
           2      3 medium                2
           2      3 medium                3
           2      3  small                1
           2      3  small                2
           2      3  small                3
;;;;;;

data oehlert.emp08_9;
 input row  col  response  ; cards;
          1    1                120
          1    2                168
          2    1                144
          2    2                168
          3    1                192
          3    2                120
;;;;;;

data oehlert.emp09_2;
 input A $  B $  C $  D $ response  ; cards;
       low  low  low  low               26.1
       low  low  low  low               27.5
       low  low  low high               23.5
       low  low  low high               21.1
       low  low high  low               22.8
       low  low high  low               23.8
       low  low high high               30.6
       low  low high high               32.5
       low high  low  low               22.0
       low high  low  low               20.2
       low high  low high               28.1
       low high  low high               29.9
       low high high  low               30.0
       low high high  low               29.3
       low high high high               38.3
       low high high high               38.5
      high  low  low  low               11.4
      high  low  low  low               11.0
      high  low  low high               20.4
      high  low  low high               22.0
      high  low high  low               22.3
      high  low high  low               20.2
      high  low high high               28.7
      high  low high high               28.8
      high high  low  low               18.9
      high high  low  low               16.4
      high high  low high               26.6
      high high  low high               26.5
      high high high  low               29.6
      high high high  low               29.8
      high high high high               34.5
      high high high high               34.9
;;;;;;

data oehlert.emp10_1;
 input a_temp  g_temp  variety $ amylase  ; cards;
            35      25       B73            427.74
            30      25       B73            486.62
            25      25       B73            469.19
            20      25       B73            383.14
            15      25       B73            338.94
            13      25       B73            283.68
            10      25       B73            269.31
            40      13       B73            292.66
            35      13       B73            422.62
            30      13       B73            443.52
            25      13       B73            438.46
            20      13       B73            350.64
            15      13       B73            305.93
            13      13       B73            319.94
            10      13       B73            286.69
            40      25      Oh43            301.31
            35      25      Oh43            352.88
            30      25      Oh43            376.29
            25      25      Oh43            373.63
            20      25      Oh43            377.53
            15      25      Oh43            308.76
            13      25      Oh43            234.26
            10      25      Oh43            197.05
            40      13      Oh43            269.68
            35      13      Oh43            380.87
            30      13      Oh43            389.41
            25      13      Oh43            400.34
            20      13      Oh43            340.53
            15      13      Oh43            288.57
            13      13      Oh43            260.89
            10      13      Oh43            221.89
            40      25       B73            311.81
            35      25       B73            388.13
            30      25       B73            426.61
            25      25       B73            436.81
            20      25       B73            408.83
            15      25       B73            355.51
            13      25       B73            309.41
            10      25       B73            278.69
            40      13       B73            283.29
            35      13       B73            359.51
            30      13       B73            431.20
            25      13       B73            398.88
            20      13       B73            383.94
            15      13       B73            342.83
            13      13       B73            283.20
            10      13       B73            266.52
            40      25      Oh43            271.38
            35      25      Oh43            296.38
            30      25      Oh43            392.98
            25      25      Oh43            364.75
            20      25      Oh43            364.31
            15      25      Oh43            278.97
            13      25      Oh43            255.35
            10      25      Oh43            198.26
            40      13      Oh43            283.98
            35      13      Oh43            357.14
            30      13      Oh43            420.20
            25      13      Oh43            412.82
            20      13      Oh43            309.51
            15      13      Oh43            271.77
            13      13      Oh43            253.58
            10      13      Oh43            254.44
            40      25       B73            367.37
            35      25       B73            468.13
            30      25       B73            499.77
            25      25       B73            444.01
            20      25       B73            429.03
            15      25       B73            304.54
            13      25       B73            309.91
            10      25       B73            313.00
            40      13       B73            348.05
            35      13       B73            381.86
            30      13       B73            388.28
            25      13       B73            413.67
            20      13       B73            408.42
            15      13       B73            332.23
            13      13       B73            287.86
            10      13       B73            259.79
            40      25      Oh43            300.31
            35      25      Oh43            346.74
            30      25      Oh43            334.73
            25      25      Oh43            386.62
            20      25      Oh43            329.16
            15      25      Oh43            261.27
            13      25      Oh43            239.38
            10      25      Oh43            216.68
            40      13      Oh43            235.34
            35      13      Oh43            338.99
            30      13      Oh43            453.39
            25      13      Oh43            371.85
            20      13      Oh43            312.96
            15      13      Oh43            333.66
            13      13      Oh43            289.53
            10      13      Oh43            246.67
;;;;;;

data oehlert.emp10_3;
 input A $ B $ y  ; cards;
         1   1         2.7
         1   1         7.9
         1   1        26.3
         1   1        -1.9
         1   1        30.6
         1   1         3.8
         1   1        27.2
         1   1        20.9
         1   1        20.6
         1   1        14.6
         1   2        21.5
         2   1        26.1
         2   2        41.1
         2   2        46.7
         2   2        57.8
         2   2        38.0
         2   2        39.3
;;;;;;

data oehlert.emp10_8;
 input strength $ preserv $ sucrose  seeds  ; cards;
              qtr        MS        1              12
             half        MS        1              20
              qtr        MG        1              60
             half        MG        1               8
              qtr        MS        2              89
             half        MS        2              87
              qtr        MG        2              52
             half        MG        2              49
;;;;;;

data oehlert.emp11_2;
 input machine $ operator $ glue $ strength  ; cards;
               1          1      1             157.97
               2          1      1             160.28
               3          1      1             156.81
               4          1      1             156.26
               5          1      1             155.14
               6          1      1             157.86
               7          1      1             156.79
               8          1      1             159.43
               9          1      1             149.88
              10          1      1             153.33
               1          2      1             153.07
               2          2      1             150.29
               3          2      1             156.81
               4          2      1             142.56
               5          2      1             148.85
               6          2      1             154.52
               7          2      1             147.28
               8          2      1             159.34
               9          2      1             152.00
              10          2      1             151.25
               1          3      1             144.04
               2          3      1             142.31
               3          3      1             150.02
               4          3      1             137.40
               5          3      1             145.76
               6          3      1             146.03
               7          3      1             142.07
               8          3      1             144.41
               9          3      1             148.90
              10          3      1             146.05
               1          4      1             161.72
               2          4      1             164.41
               3          4      1             159.79
               4          4      1             152.85
               5          4      1             144.93
               6          4      1             156.39
               7          4      1             166.39
               8          4      1             156.82
               9          4      1             161.19
              10          4      1             156.40
               1          5      1             148.71
               2          5      1             156.78
               3          5      1             144.87
               4          5      1             148.83
               5          5      1             144.42
               6          5      1             143.19
               7          5      1             149.47
               8          5      1             146.12
               9          5      1             151.87
              10          5      1             146.17
               1          6      1             155.18
               2          6      1             156.15
               3          6      1             149.86
               4          6      1             143.90
               5          6      1             145.50
               6          6      1             153.79
               7          6      1             156.74
               8          6      1             143.02
               9          6      1             155.58
              10          6      1             152.40
               1          7      1             142.92
               2          7      1             150.12
               3          7      1             148.81
               4          7      1             130.75
               5          7      1             137.06
               6          7      1             138.06
               7          7      1             144.70
               8          7      1             147.30
               9          7      1             147.46
              10          7      1             139.60
               1          8      1             139.61
               2          8      1             136.69
               3          8      1             140.01
               4          8      1             127.38
               5          8      1             139.21
               6          8      1             150.85
               7          8      1             150.64
               8          8      1             152.77
               9          8      1             143.08
              10          8      1             145.37
               1          9      1             143.52
               2          9      1             146.94
               3          9      1             149.89
               4          9      1             145.03
               5          9      1             148.82
               6          9      1             147.39
               7          9      1             149.80
               8          9      1             157.95
               9          9      1             165.14
              10          9      1             146.07
               1         10      1             153.42
               2         10      1             146.73
               3         10      1             152.27
               4         10      1             148.33
               5         10      1             149.68
               6         10      1             147.43
               7         10      1             151.30
               8         10      1             155.82
               9         10      1             151.11
              10         10      1             148.22
               1          1      2             142.97
               2          1      2             155.97
               3          1      2             152.76
               4          1      2             142.24
               5          1      2             152.72
               6          1      2             154.47
               7          1      2             156.42
               8          1      2             149.25
               9          1      2             157.51
              10          1      2             153.07
               1          2      2             137.10
               2          2      2             150.07
               3          2      2             143.96
               4          2      2             135.46
               5          2      2             145.55
               6          2      2             147.96
               7          2      2             142.58
               8          2      2             151.79
               9          2      2             153.36
              10          2      2             138.99
               1          3      2             136.16
               2          3      2             139.30
               3          3      2             131.30
               4          3      2             134.31
               5          3      2             136.09
               6          3      2             142.01
               7          3      2             137.69
               8          3      2             144.12
               9          3      2             144.26
              10          3      2             144.34
               1          4      2             155.49
               2          4      2             151.65
               3          4      2             145.48
               4          4      2             144.29
               5          4      2             135.90
               6          4      2             149.81
               7          4      2             153.56
               8          4      2             157.38
               9          4      2             151.85
              10          4      2             150.95
               1          5      2             142.17
               2          5      2             145.35
               3          5      2             145.32
               4          5      2             141.52
               5          5      2             148.68
               6          5      2             154.35
               7          5      2             142.26
               8          5      2             147.16
               9          5      2             137.79
              10          5      2             146.55
               1          6      2             145.42
               2          6      2             147.07
               3          6      2             146.75
               4          6      2             131.76
               5          6      2             148.24
               6          6      2             147.56
               7          6      2             140.41
               8          6      2             148.96
               9          6      2             144.09
              10          6      2             144.71
               1          7      2             142.10
               2          7      2             144.54
               3          7      2             127.32
               4          7      2             135.30
               5          7      2             127.11
               6          7      2             139.92
               7          7      2             138.69
               8          7      2             142.45
               9          7      2             136.78
              10          7      2             147.92
               1          8      2             125.11
               2          8      2             145.03
               3          8      2             133.11
               4          8      2             123.61
               5          8      2             135.42
               6          8      2             141.88
               7          8      2             132.26
               8          8      2             137.18
               9          8      2             145.69
              10          8      2             141.07
               1          9      2             151.62
               2          9      2             152.25
               3          9      2             137.10
               4          9      2             144.18
               5          9      2             145.49
               6          9      2             142.78
               7          9      2             145.71
               8          9      2             149.09
               9          9      2             156.64
              10          9      2             152.67
               1         10      2             137.54
               2         10      2             153.81
               3         10      2             139.85
               4         10      2             137.33
               5         10      2             144.54
               6         10      2             146.02
               7         10      2             144.56
               8         10      2             164.09
               9         10      2             148.18
              10         10      2             153.89
               1          1      1             157.16
               2          1      1             162.31
               3          1      1             153.56
               4          1      1             157.22
               5          1      1             146.42
               6          1      1             158.51
               7          1      1             153.70
               8          1      1             168.07
               9          1      1             160.86
              10          1      1             153.30
               1          2      1             154.56
               2          2      1             157.23
               3          2      1             142.39
               4          2      1             150.95
               5          2      1             145.75
               6          2      1             139.30
               7          2      1             151.43
               8          2      1             155.40
               9          2      1             154.25
              10          2      1             149.24
               1          3      1             145.70
               2          3      1             154.32
               3          3      1             142.06
               4          3      1             140.19
               5          3      1             143.81
               6          3      1             148.39
               7          3      1             142.77
               8          3      1             144.46
               9          3      1             145.00
              10          3      1             147.00
               1          4      1             162.83
               2          4      1             162.89
               3          4      1             153.84
               4          4      1             148.70
               5          4      1             158.02
               6          4      1             151.92
               7          4      1             154.58
               8          4      1             158.40
               9          4      1             164.92
              10          4      1             158.28
               1          5      1             149.63
               2          5      1             142.00
               3          5      1             147.27
               4          5      1             137.84
               5          5      1             148.57
               6          5      1             155.45
               7          5      1             157.99
               8          5      1             150.13
               9          5      1             141.57
              10          5      1             147.89
               1          6      1             152.76
               2          6      1             154.57
               3          6      1             149.16
               4          6      1             146.31
               5          6      1             140.40
               6          6      1             145.98
               7          6      1             147.19
               8          6      1             142.38
               9          6      1             153.11
              10          6      1             152.68
               1          7      1             151.59
               2          7      1             138.65
               3          7      1             154.63
               4          7      1             134.91
               5          7      1             141.40
               6          7      1             144.43
               7          7      1             149.23
               8          7      1             146.19
               9          7      1             141.22
              10          7      1             145.29
               1          8      1             139.84
               2          8      1             144.24
               3          8      1             147.99
               4          8      1             137.62
               5          8      1             149.61
               6          8      1             139.09
               7          8      1             141.32
               8          8      1             140.84
               9          8      1             142.78
              10          8      1             146.84
               1          9      1             147.55
               2          9      1             157.04
               3          9      1             143.42
               4          9      1             150.97
               5          9      1             157.10
               6          9      1             152.14
               7          9      1             155.48
               8          9      1             154.32
               9          9      1             154.79
              10          9      1             161.59
               1         10      1             150.67
               2         10      1             153.47
               3         10      1             141.96
               4         10      1             140.17
               5         10      1             145.69
               6         10      1             149.70
               7         10      1             157.22
               8         10      1             157.02
               9         10      1             152.57
              10         10      1             146.85
               1          1      2             145.66
               2          1      2             145.96
               3          1      2             147.18
               4          1      2             146.04
               5          1      2             152.28
               6          1      2             146.78
               7          1      2             150.44
               8          1      2             159.65
               9          1      2             159.48
              10          1      2             154.44
               1          2      2             145.66
               2          2      2             142.52
               3          2      2             143.79
               4          2      2             137.03
               5          2      2             144.38
               6          2      2             154.48
               7          2      2             143.97
               8          2      2             137.34
               9          2      2             148.57
              10          2      2             151.41
               1          3      2             145.95
               2          3      2             135.91
               3          3      2             145.56
               4          3      2             134.64
               5          3      2             138.52
               6          3      2             142.95
               7          3      2             141.51
               8          3      2             145.08
               9          3      2             141.31
              10          3      2             143.19
               1          4      2             153.13
               2          4      2             155.48
               3          4      2             149.23
               4          4      2             148.73
               5          4      2             150.46
               6          4      2             159.76
               7          4      2             148.35
               8          4      2             158.18
               9          4      2             154.07
              10          4      2             156.17
               1          5      2             147.72
               2          5      2             148.68
               3          5      2             139.28
               4          5      2             139.88
               5          5      2             138.39
               6          5      2             150.34
               7          5      2             148.66
               8          5      2             149.53
               9          5      2             141.95
              10          5      2             149.12
               1          6      2             140.87
               2          6      2             147.48
               3          6      2             147.14
               4          6      2             139.33
               5          6      2             138.23
               6          6      2             148.21
               7          6      2             136.74
               8          6      2             144.88
               9          6      2             148.72
              10          6      2             150.47
               1          7      2             142.20
               2          7      2             133.08
               3          7      2             134.83
               4          7      2             131.61
               5          7      2             139.23
               6          7      2             148.57
               7          7      2             134.95
               8          7      2             144.04
               9          7      2             139.80
              10          7      2             132.19
               1          8      2             142.02
               2          8      2             140.23
               3          8      2             135.94
               4          8      2             123.92
               5          8      2             139.01
               6          8      2             131.11
               7          8      2             141.17
               8          8      2             148.56
               9          8      2             136.66
              10          8      2             146.65
               1          9      2             147.99
               2          9      2             152.16
               3          9      2             146.99
               4          9      2             144.82
               5          9      2             144.48
               6          9      2             145.29
               7          9      2             141.69
               8          9      2             152.07
               9          9      2             149.18
              10          9      2             151.62
               1         10      2             142.17
               2         10      2             143.25
               3         10      2             153.26
               4         10      2             152.05
               5         10      2             148.59
               6         10      2             146.26
               7         10      2             145.06
               8         10      2             147.51
               9         10      2             144.69
              10         10      2             150.71
;;;;;;

data oehlert.emp13_1;
 input treat $ plant $ avgChange  ; cards;
       control       1                -7.5
        spores       1                 1.5
           oil       1                 7.5
       control       2                11.5
        spores       2                19.5
           oil       2                32.5
       control       3                 9.5
        spores       3                 1.5
           oil       3                15.0
       control       4                 4.5
        spores       4                 2.0
           oil       4                16.0
       control       5                 3.5
        spores       5                 5.0
           oil       5                11.0
;;;;;;

data oehlert.emp13_10;
 input period $ subj $ treat $ area  ; cards;
              1      1    soln           1799
              2      1 capsule           1846
              3      1  tablet           2147
              1      2 capsule           2075
              2      2  tablet           1156
              3      2    soln           1777
              1      3  tablet           1396
              2      3    soln            868
              3      3 capsule           2291
              1      4  tablet           3100
              2      4    soln           3065
              3      4 capsule           4077
              1      5 capsule           1451
              2      5  tablet           1217
              3      5    soln           1288
              1      6    soln           3174
              2      6 capsule           1714
              3      6  tablet           2919
              1      7 capsule           1430
              2      7    soln            836
              3      7  tablet           1063
              1      8    soln           1186
              2      8  tablet            642
              3      8 capsule           1183
              1      9  tablet           1135
              2      9 capsule           1305
              3      9    soln            984
              1     10 capsule            873
              2     10    soln           1426
              3     10  tablet           1540
              1     11    soln           2061
              2     11  tablet           2433
              3     11 capsule           1337
              1     12  tablet           1053
              2     12 capsule           1534
              3     12    soln           1583
;;;;;;

data oehlert.emp13_12;
 input cow $ period $    treat $ milk  ; cards;
           1        1   roughage           1376
           2        1  lim.grain           2088
           3        1 full.grain           2238
           4        1   roughage           1863
           5        1  lim.grain           1748
           6        1 full.grain           2012
           1        2  lim.grain           1246
           2        2 full.grain           1864
           3        2   roughage           1724
           4        2 full.grain           1755
           5        2   roughage           1353
           6        2  lim.grain           1626
           1        3 full.grain           1151
           2        3   roughage           1392
           3        3  lim.grain           1272
           4        3  lim.grain           1462
           5        3 full.grain           1339
           6        3   roughage           1010
           7        1   roughage           1655
           8        1  lim.grain           1938
           9        1 full.grain           1855
          10        1   roughage           1384
          11        1  lim.grain           1640
          12        1 full.grain           1677
           7        2  lim.grain           1517
           8        2 full.grain           1804
           9        2   roughage           1298
          10        2 full.grain           1535
          11        2   roughage           1284
          12        2  lim.grain           1497
           7        3 full.grain           1366
           8        3   roughage            969
           9        3  lim.grain           1233
          10        3  lim.grain           1289
          11        3 full.grain           1370
          12        3   roughage           1059
          13        1   roughage           1342
          14        1  lim.grain           1344
          15        1 full.grain           1627
          16        1   roughage           1180
          17        1  lim.grain           1287
          18        1 full.grain           1547
          13        2  lim.grain           1294
          14        2 full.grain           1312
          15        2   roughage           1186
          16        2 full.grain           1245
          17        2   roughage           1000
          18        2  lim.grain           1297
          13        3 full.grain           1371
          14        3   roughage            903
          15        3  lim.grain           1066
          16        3  lim.grain           1082
          17        3 full.grain           1078
          18        3   roughage            887
;;;;;;

data oehlert.emp13_6;
 input period $ subj $ treat $ area  ; cards;
              1      1    soln           1799
              1      2 capsule           2075
              1      3  tablet           1396
              2      1 capsule           1846
              2      2  tablet           1156
              2      3    soln            868
              3      1  tablet           2147
              3      2    soln           1777
              3      3 capsule           2291
;;;;;;

data oehlert.emp14_2;
 input session $ treat $ plates  ; cards;
               1    b1-3               19
               1    b1-2               17
               1    b1-1               11
               2    b1-0                6
               2    b2-3               26
               2    b2-2               23
               3    b2-1               21
               3    b2-0               19
               3    ctrl               28
               4    b1-3               20
               4    b1-0                7
               4    b2-1               20
               5    b1-2               17
               5    b2-3               26
               5    b2-0               19
               6    b1-1               15
               6    b2-2               23
               6    ctrl               31
               7    b1-3               20
               7    b2-3               26
               7    ctrl               31
               8    b1-2               16
               8    b2-2               23
               8    b2-1               21
               9    b1-1               13
               9    b1-0                7
               9    b2-0               20
              10    b1-3               20
              10    b2-2               24
              10    b2-0               19
              11    b1-2               17
              11    b1-0                6
              11    ctrl               29
              12    b1-1               14
              12    b2-3               24
              12    b2-1               21
;;;;;;

data oehlert.emp14_5;
 input treatment $ period $ subject $ conc2hrs  conc12hrs  ; cards;
            300cap        1         1     0.667               0.200
            300cap        1        10     0.700               0.333
            300cap        1        11     0.667               0.233
            300cap        2         3     0.733               0.200
            300cap        2         5     0.667               0.167
            300cap        2         7     0.733               0.200
            250cap        1         4     0.680               0.280
            250cap        1         7     0.800               0.320
            250cap        1         8     0.800               0.320
            250cap        2         1     0.480               0.160
            250cap        2         6     0.680               0.200
            250cap        2        12     0.720               0.160
             450dr        1         3     0.156               0.156
             450dr        1         9     0.111               0.111
             450dr        1        12     0.133               0.244
             450dr        2         2     0.133               0.178
             450dr        2         4     0.156               0.178
             450dr        2        11     0.200               0.178
            300sol        1         2     0.700               0.267
            300sol        1         5     0.733               0.333
            300sol        1         6     0.600               0.233
            300sol        2         8     0.700               0.200
            300sol        2         9     0.567               0.133
            300sol        2        10     0.567               0.200
;;;;;;

data oehlert.emp15_6;
 input block $ A  B  C  D  E  F  G  fracID  ; cards;
             9 -1 -1 -1 -1 -1 -1 -1             0.27
             4  1 -1 -1 -1 -1 -1 -1             0.40
             6 -1  1 -1 -1 -1 -1 -1             0.40
            15  1  1 -1 -1 -1 -1 -1             0.40
             7 -1 -1  1 -1 -1 -1 -1             0.47
            14  1 -1  1 -1 -1 -1 -1             0.47
            12 -1  1  1 -1 -1 -1 -1             0.40
             1  1  1  1 -1 -1 -1 -1             0.33
             1 -1 -1 -1  1 -1 -1 -1             0.20
            12  1 -1 -1  1 -1 -1 -1             0.27
            14 -1  1 -1  1 -1 -1 -1             0.60
             7  1  1 -1  1 -1 -1 -1             0.40
            15 -1 -1  1  1 -1 -1 -1             0.60
             6  1 -1  1  1 -1 -1 -1             0.27
             4 -1  1  1  1 -1 -1 -1             0.27
             9  1  1  1  1 -1 -1 -1             0.53
            13 -1 -1 -1 -1  1 -1 -1             0.47
             8  1 -1 -1 -1  1 -1 -1             0.87
             2 -1  1 -1 -1  1 -1 -1             0.60
            11  1  1 -1 -1  1 -1 -1             0.87
             3 -1 -1  1 -1  1 -1 -1             0.53
            10  1 -1  1 -1  1 -1 -1             0.60
            16 -1  1  1 -1  1 -1 -1             0.33
             5  1  1  1 -1  1 -1 -1             0.60
             5 -1 -1 -1  1  1 -1 -1             0.67
            16  1 -1 -1  1  1 -1 -1             0.33
            10 -1  1 -1  1  1 -1 -1             0.60
             3  1  1 -1  1  1 -1 -1             0.67
            11 -1 -1  1  1  1 -1 -1             0.27
             2  1 -1  1  1  1 -1 -1             0.60
             8 -1  1  1  1  1 -1 -1             0.67
            13  1  1  1  1  1 -1 -1             0.80
            11 -1 -1 -1 -1 -1  1 -1             0.20
             2  1 -1 -1 -1 -1  1 -1             0.20
             8 -1  1 -1 -1 -1  1 -1             0.53
            13  1  1 -1 -1 -1  1 -1             0.20
             5 -1 -1  1 -1 -1  1 -1             0.53
            16  1 -1  1 -1 -1  1 -1             0.13
            10 -1  1  1 -1 -1  1 -1             0.47
             3  1  1  1 -1 -1  1 -1             0.47
             3 -1 -1 -1  1 -1  1 -1             0.20
            10  1 -1 -1  1 -1  1 -1             0.60
            16 -1  1 -1  1 -1  1 -1             0.20
             5  1  1 -1  1 -1  1 -1             0.47
            13 -1 -1  1  1 -1  1 -1             0.13
             8  1 -1  1  1 -1  1 -1             0.73
             2 -1  1  1  1 -1  1 -1             0.27
            11  1  1  1  1 -1  1 -1             0.20
            15 -1 -1 -1 -1  1  1 -1             0.73
             6  1 -1 -1 -1  1  1 -1             0.33
             4 -1  1 -1 -1  1  1 -1             0.47
             9  1  1 -1 -1  1  1 -1             0.67
             1 -1 -1  1 -1  1  1 -1             0.53
            12  1 -1  1 -1  1  1 -1             0.73
            14 -1  1  1 -1  1  1 -1             0.80
             7  1  1  1 -1  1  1 -1             0.47
             7 -1 -1 -1  1  1  1 -1             0.67
            14  1 -1 -1  1  1  1 -1             0.73
            12 -1  1 -1  1  1  1 -1             0.53
             1  1  1 -1  1  1  1 -1             0.73
             9 -1 -1  1  1  1  1 -1             0.67
             4  1 -1  1  1  1  1 -1             0.60
             6 -1  1  1  1  1  1 -1             0.47
            15  1  1  1  1  1  1 -1             0.60
            10 -1 -1 -1 -1 -1 -1  1             0.40
             3  1 -1 -1 -1 -1 -1  1             0.33
             5 -1  1 -1 -1 -1 -1  1             0.27
            16  1  1 -1 -1 -1 -1  1             0.27
             8 -1 -1  1 -1 -1 -1  1             0.47
            13  1 -1  1 -1 -1 -1  1             0.27
            11 -1  1  1 -1 -1 -1  1             0.53
             2  1  1  1 -1 -1 -1  1             0.33
             2 -1 -1 -1  1 -1 -1  1             0.27
            11  1 -1 -1  1 -1 -1  1             0.33
            13 -1  1 -1  1 -1 -1  1             0.33
             8  1  1 -1  1 -1 -1  1             0.60
            16 -1 -1  1  1 -1 -1  1             0.07
             5  1 -1  1  1 -1 -1  1             0.47
             3 -1  1  1  1 -1 -1  1             0.33
            10  1  1  1  1 -1 -1  1             0.27
            14 -1 -1 -1 -1  1 -1  1             0.73
             7  1 -1 -1 -1  1 -1  1             0.53
             1 -1  1 -1 -1  1 -1  1             0.60
            12  1  1 -1 -1  1 -1  1             0.40
             4 -1 -1  1 -1  1 -1  1             0.73
             9  1 -1  1 -1  1 -1  1             0.87
            15 -1  1  1 -1  1 -1  1             0.73
             6  1  1  1 -1  1 -1  1             0.73
             6 -1 -1 -1  1  1 -1  1             0.53
            15  1 -1 -1  1  1 -1  1             0.87
             9 -1  1 -1  1  1 -1  1             0.47
             4  1  1 -1  1  1 -1  1             0.40
            12 -1 -1  1  1  1 -1  1             0.47
             1  1 -1  1  1  1 -1  1             0.60
             7 -1  1  1  1  1 -1  1             0.67
            14  1  1  1  1  1 -1  1             0.93
            12 -1 -1 -1 -1 -1  1  1             0.20
             1  1 -1 -1 -1 -1  1  1             0.27
             7 -1  1 -1 -1 -1  1  1             0.53
            14  1  1 -1 -1 -1  1  1             0.80
             6 -1 -1  1 -1 -1  1  1             0.47
            15  1 -1  1 -1 -1  1  1             0.47
             9 -1  1  1 -1 -1  1  1             0.33
             4  1  1  1 -1 -1  1  1             0.33
             4 -1 -1 -1  1 -1  1  1             0.40
             9  1 -1 -1  1 -1  1  1             0.40
            15 -1  1 -1  1 -1  1  1             0.27
             6  1  1 -1  1 -1  1  1             0.20
            14 -1 -1  1  1 -1  1  1             0.47
             7  1 -1  1  1 -1  1  1             0.33
             1 -1  1  1  1 -1  1  1             0.27
            12  1  1  1  1 -1  1  1             0.20
            16 -1 -1 -1 -1  1  1  1             0.33
             5  1 -1 -1 -1  1  1  1             0.60
             3 -1  1 -1 -1  1  1  1             0.67
            10  1  1 -1 -1  1  1  1             0.93
             2 -1 -1  1 -1  1  1  1             0.47
            11  1 -1  1 -1  1  1  1             0.47
            13 -1  1  1 -1  1  1  1             0.80
             8  1  1  1 -1  1  1  1             0.60
             8 -1 -1 -1  1  1  1  1             0.73
            13  1 -1 -1  1  1  1  1             0.53
            11 -1  1 -1  1  1  1  1             0.67
             2  1  1 -1  1  1  1  1             0.33
            10 -1 -1  1  1  1  1  1             0.73
             3  1 -1  1  1  1  1  1             0.73
             5 -1  1  1  1  1  1  1             0.60
            16  1  1  1  1  1  1  1             0.47
;;;;;;

data oehlert.emp15_7;
 input block $ A  B  C  response  ; cards;
             1 -1 -1 -1                 86
             2  1 -1 -1                 88
             2 -1  1 -1                 97
             1  1  1 -1                 87
             2 -1 -1  1                 82
             1  1 -1  1                 84
             1 -1  1  1                 91
             2  1  1  1                 85
             3 -1 -1 -1                 82
             3  1 -1 -1                 74
             4 -1  1 -1                 93
             4  1  1 -1                 91
             4 -1 -1  1                 79
             4  1 -1  1                 81
             3 -1  1  1                 84
             3  1  1  1                 83
;;;;;;

data oehlert.emp16_5;
 input anxiety $ tension $ type $ subj $ errors  ; cards;
               1         1      1      1               18
               1         1      2      1               14
               1         1      3      1               12
               1         1      4      1                6
               1         1      1      2               19
               1         1      2      2               12
               1         1      3      2                8
               1         1      4      2                4
               1         1      1      3               14
               1         1      2      3               10
               1         1      3      3                6
               1         1      4      3                2
               1         2      1      1               16
               1         2      2      1               12
               1         2      3      1               10
               1         2      4      1                4
               1         2      1      2               12
               1         2      2      2                8
               1         2      3      2                6
               1         2      4      2                2
               1         2      1      3               18
               1         2      2      3               10
               1         2      3      3                5
               1         2      4      3                1
               2         1      1      1               16
               2         1      2      1               10
               2         1      3      1                8
               2         1      4      1                4
               2         1      1      2               18
               2         1      2      2                8
               2         1      3      2                4
               2         1      4      2                1
               2         1      1      3               16
               2         1      2      3               12
               2         1      3      3                6
               2         1      4      3                2
               2         2      1      1               19
               2         2      2      1               16
               2         2      3      1               10
               2         2      4      1                8
               2         2      1      2               16
               2         2      2      2               14
               2         2      3      2               10
               2         2      4      2                9
               2         2      1      3               16
               2         2      2      3               12
               2         2      3      3                8
               2         2      4      3                8
;;;;;;

data oehlert.emp16_7;
 input table $ nitrogen $ weed $ clip $ tray $ wetland $ biomass  ; cards;
             1          1      1      1      1         1              87.2
             1          1      1      2      1         1              88.8
             1          1      2      1      1         2              70.4
             1          1      2      2      1         2              75.7
             1          1      3      1      1         3              75.9
             1          1      3      2      1         3              80.6
             1          2      1      1      2         4              80.5
             1          2      1      2      2         4              83.8
             1          2      2      1      2         5              59.2
             1          2      2      2      2         5              61.5
             1          2      3      1      2         6              59.5
             1          2      3      2      2         6              62.5
             1          3      1      1      3         7              76.8
             1          3      1      2      3         7              80.8
             1          3      2      1      3         8              47.8
             1          3      2      2      3         8              49.5
             1          3      3      1      3         9              48.4
             1          3      3      2      3         9              52.9
             1          4      1      1      4        10              77.7
             1          4      1      2      4        10              81.5
             1          4      2      1      4        11              35.7
             1          4      2      2      4        11              37.3
             1          4      3      1      4        12              38.3
             1          4      3      2      4        12              42.4
             2          1      1      1      5        13              78.2
             2          1      1      2      5        13              80.5
             2          1      2      1      5        14              65.1
             2          1      2      2      5        14              68.3
             2          1      3      1      5        15              65.3
             2          1      3      2      5        15              66.6
             2          2      1      1      6        16              79.8
             2          2      1      2      6        16              85.2
             2          2      2      1      6        17              57.6
             2          2      2      2      6        17              61.4
             2          2      3      1      6        18              58.5
             2          2      3      2      6        18              61.6
             2          3      1      1      7        19              82.4
             2          3      1      2      7        19              83.1
             2          3      2      1      7        20              50.5
             2          3      2      2      7        20              54.0
             2          3      3      1      7        21              51.6
             2          3      3      2      7        21              54.7
             2          4      1      1      8        22              75.5
             2          4      1      2      8        22              78.7
             2          4      2      1      8        23              39.0
             2          4      2      2      8        23              43.9
             2          4      3      1      8        24              41.9
             2          4      3      2      8        24              45.1
;;;;;;

data oehlert.emp17_2;
 input type $ hrs_key  hrs_pain  ; cards;
            1       60                 85
            1       72                 95
            1       61                 69
            1       50                 58
            2       54                 41
            2       68                 74
            2       66                 71
            2       59                 52
            3       56                 41
            3       56                 34
            3       55                 50
            3       51                 40
;;;;;;

data oehlert.emp18_3;
 input A  B  C  D  E  F  G  H  J  strength  ; cards;
       -1 -1 -1 -1 -1 -1  1 -1  1               40.2
        1 -1 -1 -1  1  1 -1 -1 -1               43.7
       -1  1 -1 -1 -1 -1  1  1 -1               44.7
        1  1 -1 -1  1  1 -1  1  1               42.4
       -1 -1  1 -1  1 -1 -1  1 -1               45.9
        1 -1  1 -1 -1  1  1  1  1               42.4
       -1  1  1 -1  1 -1 -1 -1  1               40.6
        1  1  1 -1 -1  1  1 -1 -1               42.2
       -1 -1 -1  1 -1  1 -1  1 -1               45.5
        1 -1 -1  1  1 -1  1  1  1               42.4
       -1  1 -1  1 -1  1 -1 -1  1               40.6
        1  1 -1  1  1 -1  1 -1 -1               43.6
       -1 -1  1  1  1  1  1 -1  1               40.2
        1 -1  1  1 -1 -1 -1 -1 -1               44.0
       -1  1  1  1  1  1  1  1 -1               46.5
        1  1  1  1 -1 -1 -1  1  1               42.5
;;;;;;

data oehlert.emp18_7;
 input B  C  D  E  O  height  ; cards;
       -1 -1 -1 -1 -1             7.78
       -1 -1 -1 -1 -1             7.78
       -1 -1 -1 -1 -1             7.81
       -1 -1 -1 -1  1             7.50
       -1 -1 -1 -1  1             7.25
       -1 -1 -1 -1  1             7.12
        1 -1 -1  1 -1             8.15
        1 -1 -1  1 -1             8.18
        1 -1 -1  1 -1             7.88
        1 -1 -1  1  1             7.88
        1 -1 -1  1  1             7.88
        1 -1 -1  1  1             7.44
       -1  1 -1  1 -1             7.50
       -1  1 -1  1 -1             7.56
       -1  1 -1  1 -1             7.50
       -1  1 -1  1  1             7.50
       -1  1 -1  1  1             7.56
       -1  1 -1  1  1             7.50
        1  1 -1 -1 -1             7.59
        1  1 -1 -1 -1             7.56
        1  1 -1 -1 -1             7.75
        1  1 -1 -1  1             7.63
        1  1 -1 -1  1             7.75
        1  1 -1 -1  1             7.56
       -1 -1  1  1 -1             7.94
       -1 -1  1  1 -1             8.00
       -1 -1  1  1 -1             7.88
       -1 -1  1  1  1             7.32
       -1 -1  1  1  1             7.44
       -1 -1  1  1  1             7.44
        1 -1  1 -1 -1             7.69
        1 -1  1 -1 -1             8.09
        1 -1  1 -1 -1             8.06
        1 -1  1 -1  1             7.56
        1 -1  1 -1  1             7.69
        1 -1  1 -1  1             7.62
       -1  1  1 -1 -1             7.56
       -1  1  1 -1 -1             7.62
       -1  1  1 -1 -1             7.44
       -1  1  1 -1  1             7.18
       -1  1  1 -1  1             7.18
       -1  1  1 -1  1             7.25
        1  1  1  1 -1             7.56
        1  1  1  1 -1             7.81
        1  1  1  1 -1             7.69
        1  1  1  1  1             7.81
        1  1  1  1  1             7.50
        1  1  1  1  1             7.59
;;;;;;

data oehlert.emp19_1;
 input time  temp  appeal  ; cards;
          -1    -1             3.89
           1    -1             6.36
          -1     1             7.65
           1     1             6.79
           0     0             8.36
           0     0             7.63
           0     0             8.12
;;;;;;

data oehlert.emp19_3;
 input block $  time   temp  appeal  ; cards;
             1 -1.000 -1.000             3.89
             1  1.000 -1.000             6.36
             1 -1.000  1.000             7.65
             1  1.000  1.000             6.79
             1  0.000  0.000             8.36
             1  0.000  0.000             7.63
             1  0.000  0.000             8.12
             1  1.414  0.000             8.40
             2 -1.414  0.000             5.38
             2  0.000  1.414             7.00
             2  0.000 -1.414             4.51
             2  0.000  0.000             7.81
             2  0.000  0.000             8.44
             2  0.000  0.000             8.06
;;;;;;

data oehlert.emp19_5;
 input wm  pa  oj  appeal  ; cards;
       1.0 0.0 0.0              4.3
       0.0 1.0 0.0              6.2
       0.5 0.5 0.0              6.3
       0.0 0.0 1.0              7.0
       0.5 0.0 0.5              6.1
       0.0 0.5 0.5              6.2
       1.0 0.0 0.0              4.7
       0.0 1.0 0.0              6.5
       0.5 0.5 0.0              6.1
       0.0 0.0 1.0              6.9
       0.5 0.0 0.5              6.5
       0.0 0.5 0.5              6.1
       1.0 0.0 0.0              4.8
       0.0 1.0 0.0              6.3
       0.5 0.5 0.0              5.8
       0.0 0.0 1.0              7.4
       0.5 0.0 0.5              5.9
       0.0 0.5 0.5              6.2
;;;;;;

data oehlert.emp19_6;
 input G     V    OJ  appeal  ; cards;
    0.161 0.194 0.645              3.6
    0.089 0.107 0.804              5.1
    0.128 0.359 0.513              3.8
    0.078 0.219 0.703              3.8
    0.105 0.211 0.684              4.7
    0.143 0.286 0.571              2.4
    0.083 0.167 0.750              4.0
;;;;;;

data oehlert.ex02_1;
 input text $ fracHigh  ; cards;
          new                 46
          old                 37
          old                 47
          new                 45
          new                 32
          old                 62
          new                 56
;;;;;;

data oehlert.ex02_2;
 input nImpreg  ; cards;
                      -1
                       6
                       4
                       6
                       2
                      -3
                       5
;;;;;;

data oehlert.ex02_4;
 input nRemoved  pH $ ; cards;
             256      reduced
             159      reduced
             149      reduced
              54      neutral
             123      neutral
             248      neutral
;;;;;;

data oehlert.ex02_5;
 input pctChg  ; cards;
                   15.3
                  -31.8
                  -35.6
                  -14.5
                    3.1
                  -24.5
;;;;;;

data oehlert.ex03_1;
 input liverWt  diet $ ; cards;
           3.52               1
           3.36               1
           3.57               1
           4.19               1
           3.88               1
           3.76               1
           3.94               1
           3.47               2
           3.73               2
           3.38               2
           3.87               2
           3.69               2
           3.51               2
           3.35               2
           3.64               2
           3.54               3
           3.52               3
           3.61               3
           3.76               3
           3.65               3
           3.51               3
           3.74               4
           3.83               4
           3.87               4
           4.08               4
           4.31               4
           3.98               4
           3.86               4
           3.71               4
;;;;;;

data oehlert.ex03_3;
 input treat $ moisture  ; cards;
          NaCl               80.5
          NaCl               79.3
          NaCl               79.0
    formicAcid               89.1
    formicAcid               75.7
    formicAcid               81.2
      beetPulp               77.8
      beetPulp               79.5
      beetPulp               77.0
       control               76.7
       control               77.2
       control               78.6
;;;;;;

data oehlert.ex03_5;
 input delay  angle  ; cards;
           30             140
           30             138
           30             140
           30             138
           30             142
           45             140
           45             150
           45             120
           45             128
           45             130
           60             118
           60             130
           60             128
           60             118
           60             118
;;;;;;

data oehlert.ex06_1;
 input dose  avgWt  sdWt  ; cards;
           0   3296             90
           1   2574            153
          10   1466            207
         100    692            332
;;;;;;

data oehlert.ex06_2;
 input method $ count  ; cards;
              1            2600
              1            2900
              1            2000
              1            2200
              1            3200
              2           35000
              2           23000
              2           20000
              2           30000
              2           27000
              3         2900000
              3         2300000
              3         1700000
              3         2900000
              3         2000000
;;;;;;

data oehlert.ex06_3;
 input drug $ dosage  ; cards;
            1             18.2
            1             16.4
            1             10.0
            1             13.5
            1             13.5
            1              6.7
            1             12.2
            1             18.2
            1             13.5
            1             16.4
            2              5.5
            2             12.2
            2             11.0
            2              6.7
            2             16.4
            2              8.2
            2              7.4
            2             12.2
            2              6.7
            2             11.0
            3              5.5
            3              5.0
            3              8.2
            3              9.0
            3             10.0
            3              6.0
            3              7.4
            3              5.5
            3             12.2
            3              8.2
            4              6.0
            4              7.4
            4             12.2
            4             11.0
            4              5.0
            4              7.4
            4              7.4
            4              5.5
            4              6.7
            4              5.5
;;;;;;

data oehlert.ex06_4;
 input company $ breakage  ; cards;
               1                 17
               1                 20
               1                 15
               1                 21
               1                 28
               2                  7
               2                 11
               2                 15
               2                 10
               2                 10
               3                 11
               3                  9
               3                  5
               3                 12
               3                  6
               4                  5
               4                  4
               4                  3
               4                  7
               4                  6
;;;;;;

data oehlert.ex06_6;
 input source $ ratio  ; cards;
            bag           1.055
            bag           1.272
            bag           0.824
            bag           1.019
            bag           1.069
            bag           0.983
            bag           1.025
            bag           1.076
            bag           1.100
          smoke           1.131
          smoke           1.236
          smoke           1.161
          smoke           1.219
          smoke           1.169
          smoke           1.238
          smoke           1.197
          smoke           1.252
          smoke           1.435
          smoke           0.827
          smoke           3.188
         plant1           0.798
         plant1           0.971
         plant1           0.923
         plant1           1.079
         plant1           1.065
         plant2           0.950
         plant2           0.978
         plant2           0.762
         plant2           0.733
         plant2           0.823
         plant2           1.011
;;;;;;

data oehlert.ex08_1;
 input type $ amount $ response  ; cards;
         beef      low               76.0
         beef   medium               86.8
         beef     high              101.8
         pork      low               83.3
         pork   medium               89.5
         pork     high               98.2
        grain      low               83.8
        grain   medium               83.5
        grain     high               86.2
;;;;;;

data oehlert.ex08_2;
 input day $ temp  freeAcid  ; cards;
           1    22               39.4
           1    24               49.9
           1    26               55.1
           1    28               59.5
           2    22               56.4
           2    24               68.0
           2    26               76.4
           2    28               88.8
           3    22               70.2
           3    24               81.5
           3    26               95.6
           3    28               99.6
;;;;;;

data oehlert.ex09_2;
 input fraction   RIR $ WL $ ; cards;
           0.435  fresh         fresh
           0.625  fresh         fresh
           0.643  fresh         fresh
           0.615  fresh         fresh
           0.500 frozen        frozen
           0.600 frozen        frozen
           0.750 frozen        frozen
           0.750 frozen        frozen
           0.250  fresh        frozen
           0.267  fresh        frozen
           0.188  fresh        frozen
           0.200  fresh        frozen
           0.867 frozen         fresh
           0.850 frozen         fresh
           0.846 frozen         fresh
           0.950 frozen         fresh
;;;;;;

data oehlert.ex10_2;
 input resp  ; cards;
                1.106
                2.295
                7.074
                6.931
                4.132
                2.148
               10.200
               10.120
                3.337
                1.827
                8.698
                6.255
                3.755
                2.789
               10.990
               11.850
;;;;;;

data oehlert.ex11_2;
 input bull $ gain  ; cards;
            1           1.46
            1           1.23
            1           1.12
            1           1.23
            1           1.02
            1           1.15
            2           1.17
            2           1.08
            2           1.20
            2           1.08
            2           1.01
            2           0.86
            3           0.98
            3           1.06
            3           1.15
            3           1.11
            3           0.83
            3           0.86
            4           0.95
            4           1.10
            4           1.07
            4           1.11
            4           0.89
            4           1.12
;;;;;;

data oehlert.ex11_3;
 input brand $ durability  ; cards;
             1                   55
             1                   56
             1                   59
             1                   55
             1                   60
             1                   57
             2                   39
             2                   42
             2                   43
             2                   41
             2                   41
             2                   42
             3                   39
             3                   41
             3                   43
             3                   40
             3                   43
             3                   43
             4                   44
             4                   44
             4                   42
             4                   39
             4                   40
             4                   43
             5                   46
             5                   42
             5                   45
             5                   42
             5                   42
             5                   44
;;;;;;

data oehlert.ex11_4;
 input head $ weight  ; cards;
            1            15.70
            2            15.69
            3            15.75
            4            15.68
            5            15.65
            1            15.68
            2            15.71
            3            15.82
            4            15.66
            5            15.60
            1            15.64
            3            15.75
            4            15.59
            1            15.60
            3            15.71
            3            15.84
;;;;;;

data oehlert.ex13_1;
 input block $ treat $ cracks  ; cards;
             1       B               32
             1       C               27
             1       D               36
             2       A               38
             2       B               40
             2       C               43
             2       D               33
             3       A               40
             3       B               63
             3       C               14
             3       D               27
;;;;;;

data oehlert.ex13_2;
 input batch $ temp $ pH $ sugar $ graininess  ; cards;
             1      1  low     low                   21
             1      1 high     low                   12
             1      1  low    high                   13
             1      1 high    high                    1
             2      1  low     low                   21
             2      1 high     low                   18
             2      1  low    high                   14
             2      1 high    high                    8
             1      2  low     low                   23
             1      2 high     low                   14
             1      2  low    high                   13
             1      2 high    high                    1
             2      2  low     low                   23
             2      2 high     low                   17
             2      2  low    high                   16
             2      2 high    high                   11
             1      3  low     low                   17
             1      3 high     low                   20
             1      3  low    high                   16
             1      3 high    high                   14
             2      3  low     low                   23
             2      3 high     low                   17
             2      3  low    high                   17
             2      3 high    high                    5
;;;;;;

data oehlert.ex13_3;
 input row $ col $ treat $ resp  ; cards;
           1     1       D             44
           1     2       B             26
           1     3       C             67
           1     4       A             77
           1     5       B             51
           1     6       D             62
           1     7       A             71
           1     8       C             49
           2     1       C             39
           2     2       A             45
           2     3       D             71
           2     4       B             74
           2     5       C             63
           2     6       A             74
           2     7       D             67
           2     8       B             47
           3     1       B             52
           3     2       D             49
           3     3       A             81
           3     4       C             88
           3     5       A             74
           3     6       C             75
           3     7       B             60
           3     8       D             58
           4     1       A             73
           4     2       C             58
           4     3       B             76
           4     4       D            100
           4     5       D             82
           4     6       B             79
           4     7       C             74
           4     8       A             68
;;;;;;

data oehlert.ex13_5;
 input oper $ mach $ day $ substrate $ amplitude  ; cards;
            1      1     a           A                   8
            2      1     c           C                  11
            3      1     d           D                   2
            4      1     b           B                   8
            1      2     d           C                   7
            2      2     b           A                   5
            3      2     a           B                   2
            4      2     c           D                   4
            1      3     b           D                   3
            2      3     d           B                   9
            3      3     c           A                   7
            4      3     a           C                   9
            1      4     c           B                   4
            2      4     a           D                   5
            3      4     b           C                   9
            4      4     d           A                   3
;;;;;;

data oehlert.ex14_1;
 input block $ treatment $ resp  ; cards;
             1           C             54
             2           B             35
             3           A             48
             4           G             46
             5           D             61
             6           C             52
             7           A             54
             8           B             45
             9           A             31
             1           H             56
             2           G             36
             3           G             42
             4           H             56
             5           E             61
             6           I             53
             7           H             59
             8           I             46
             9           B             28
             1           D             53
             2           D             40
             3           E             43
             4           I             59
             5           F             54
             6           E             48
             7           F             62
             8           F             47
             9           C             25
;;;;;;

data oehlert.ex14_4;
 input computer $ treat $ time  ; cards;
                1       A             35
                2       A             41
                3       B             40
                4       A             32
                5       A             40
                1       B             42
                2       B             45
                3       C             42
                4       C             33
                5       B             38
                1       C             31
                2       D             32
                3       D             33
                4       D             35
                5       C             35
                1       D             30
                2       E             40
                3       E             39
                4       E             36
                5       E             37
;;;;;;

data oehlert.ex17_5;
 input soil $ dist $ carbon  mercury  ; cards;
         agri   near  0.0084            0.0128
         agri   near  0.0120            0.0146
         agri   near  0.0075            0.0130
         agri    far  0.0087            0.0133
         agri    far  0.0105            0.0090
       forest   near  0.0486            0.0507
       forest   near  0.0410            0.0477
       forest    far  0.0370            0.0410
       forest    far  0.0711            0.0613
       forest    far  0.0358            0.0388
       forest    far  0.0459            0.0466
;;;;;;

data oehlert.pr02_1;
 input ratio  ; cards;
                 0.950
                 0.978
                 0.762
                 0.733
                 0.823
                 1.011
;;;;;;

data oehlert.pr03_1;
 input oper $ substrate $ strength  ; cards;
            1           1               5.60
            1           1               6.80
            1           1               8.32
            1           1               8.70
            1           2               7.64
            1           2               7.44
            1           2               7.48
            1           2               7.80
            1           3               7.72
            1           3               8.40
            1           3               6.98
            1           3               8.00
            2           1               5.04
            2           1               7.38
            2           1               5.56
            2           1               6.96
            2           2               8.30
            2           2               6.86
            2           2               5.62
            2           2               7.22
            2           3               5.72
            2           3               6.40
            2           3               7.54
            2           3               7.50
            3           1               8.36
            3           1               7.04
            3           1               6.92
            3           1               8.18
            3           2               6.20
            3           2               6.10
            3           2               2.75
            3           2               8.14
            3           3               9.00
            3           3               8.64
            3           3               6.60
            3           3               8.18
            4           1               8.30
            4           1               8.54
            4           1               7.68
            4           1               8.92
            4           2               8.46
            4           2               7.38
            4           2               8.08
            4           2               8.12
            4           3               8.68
            4           3               8.24
            4           3               8.09
            4           3               8.06
;;;;;;

data oehlert.pr03_2;
 input treat $ lifespan  ; cards;
             0                 35
             0                 37
             0                 49
             0                 46
             0                 63
             0                 39
             0                 46
             0                 56
             0                 63
             0                 65
             0                 56
             0                 65
             0                 70
             0                 63
             0                 65
             0                 70
             0                 77
             0                 81
             0                 86
             0                 70
             0                 70
             0                 77
             0                 77
             0                 81
             0                 77
         1preg                 40
         1preg                 37
         1preg                 44
         1preg                 47
         1preg                 47
         1preg                 47
         1preg                 68
         1preg                 47
         1preg                 54
         1preg                 61
         1preg                 71
         1preg                 75
         1preg                 89
         1preg                 58
         1preg                 59
         1preg                 62
         1preg                 79
         1preg                 96
         1preg                 58
         1preg                 62
         1preg                 70
         1preg                 72
         1preg                 75
         1preg                 96
         1preg                 75
       1virgin                 46
       1virgin                 42
       1virgin                 65
       1virgin                 46
       1virgin                 58
       1virgin                 42
       1virgin                 48
       1virgin                 58
       1virgin                 50
       1virgin                 80
       1virgin                 63
       1virgin                 65
       1virgin                 70
       1virgin                 70
       1virgin                 72
       1virgin                 97
       1virgin                 46
       1virgin                 56
       1virgin                 70
       1virgin                 70
       1virgin                 72
       1virgin                 76
       1virgin                 90
       1virgin                 76
       1virgin                 92
         8preg                 21
         8preg                 40
         8preg                 44
         8preg                 54
         8preg                 36
         8preg                 40
         8preg                 56
         8preg                 60
         8preg                 48
         8preg                 53
         8preg                 60
         8preg                 60
         8preg                 65
         8preg                 68
         8preg                 60
         8preg                 81
         8preg                 81
         8preg                 48
         8preg                 48
         8preg                 56
         8preg                 68
         8preg                 75
         8preg                 81
         8preg                 48
         8preg                 68
       8virgin                 16
       8virgin                 19
       8virgin                 19
       8virgin                 32
       8virgin                 33
       8virgin                 33
       8virgin                 30
       8virgin                 42
       8virgin                 42
       8virgin                 33
       8virgin                 26
       8virgin                 30
       8virgin                 40
       8virgin                 54
       8virgin                 34
       8virgin                 34
       8virgin                 47
       8virgin                 47
       8virgin                 42
       8virgin                 47
       8virgin                 54
       8virgin                 54
       8virgin                 56
       8virgin                 60
       8virgin                 44
;;;;;;

data oehlert.pr03_3;
 input treat  height  ; cards;
            0             20.7
           25             12.9
           75             11.8
          200              7.6
          500              7.8
            0             15.9
           25             13.4
           75             12.6
          200              9.5
          500              9.0
            0             17.8
           25             12.7
           75             11.4
          200              9.9
          500              8.5
            0             17.6
           25              9.0
           75             12.1
          200              9.0
          500              6.7
;;;;;;

data oehlert.pr03_4;
 input caffeine  conc  ; cards;
             0.0           5.74
             0.0           6.90
             0.0           3.86
             0.0           6.94
             0.0           6.49
             0.0           1.87
             0.1           2.91
             0.1           4.14
             0.1           6.29
             0.1           4.40
             0.1           3.77
             0.5           5.80
             0.5           5.84
             0.5           3.18
             0.5           3.18
             1.0           3.49
             1.0           2.16
             1.0           7.36
             1.0           1.98
             1.0           5.51
             5.0           5.92
             5.0           3.66
             5.0           4.62
             5.0           3.47
             5.0           1.33
            10.0           3.05
            10.0           1.94
            10.0           1.23
            10.0           3.45
            10.0           1.61
            10.0           4.32
            25.0           1.27
            25.0           0.69
            25.0           0.85
            25.0           0.71
            25.0           1.04
            25.0           0.84
            50.0           0.93
            50.0           1.47
            50.0           1.27
            50.0           1.13
            50.0           1.25
            50.0           0.55
;;;;;;

data oehlert.pr03_5;
 input pctFiber  strength  ; cards;
            0.00                7.8
            0.25                7.9
            0.50                7.4
            0.75                7.0
            1.00                5.9
            0.00                7.4
            0.25                7.5
            0.50                6.9
            0.75                6.7
            1.00                5.8
            0.00                7.2
            0.25                7.3
            0.50                6.3
            0.75                6.4
            1.00                5.6
;;;;;;

data oehlert.pr06_1;
 input treat $ pctBluestem  ; cards;
         1-non                    97
         1-irr                    83
         2-non                    85
         3-non                    64
         4-non                    52
         4-irr                    48
         1-non                    96
         1-irr                    87
         2-non                    84
         3-non                    72
         4-non                    56
         4-irr                    58
         1-non                    92
         1-irr                    78
         2-non                    78
         3-non                    63
         4-non                    44
         4-irr                    49
         1-non                    95
         1-irr                    81
         2-non                    79
         3-non                    74
         4-non                    50
         4-irr                    53
;;;;;;

data oehlert.pr08_1;
 input weeks  water  seedsGerm  ; cards;
            1      4                  11
            1      8                   8
            3      4                   7
            3      8                   1
            6      4                   9
            6      8                   5
            9      4                  13
            9      8                   1
           12      4                  20
           12      8                  11
            1      4                   9
            1      8                   3
            3      4                  16
            3      8                   7
            6      4                  19
            6      8                   9
            9      4                  35
            9      8                  10
           12      4                  37
           12      8                  15
            1      4                   6
            1      8                   3
            3      4                  17
            3      8                   3
            6      4                  35
            6      8                   9
            9      4                  28
            9      8                   9
           12      4                  45
           12      8                  25
;;;;;;

data oehlert.pr08_2;
 input slash  target  resin  density  ; cards;
            0      42      6              40.9
           25      42      6              41.9
           50      42      6              42.0
            0      48      6              44.4
           25      48      6              46.2
           50      48      6              48.4
            0      42      9              42.8
           25      42      9              43.9
           50      42      9              44.8
            0      48      9              48.2
           25      48      9              48.6
           50      48      9              50.7
            0      42     12              45.4
           25      42     12              46.0
           50      42     12              46.2
            0      48     12              49.9
           25      48     12              50.8
           50      48     12              50.3
;;;;;;

data oehlert.pr08_4;
 input flow $ temp $ laser $ fraction  ; cards;
          low    low     old               0.83
         high    low     old               0.68
          low   high     old               0.18
         high   high     old               0.25
          low    low     old               0.78
         high    low     old               0.90
          low   high     old               0.16
         high   high     old               0.20
          low    low     new               0.86
         high    low     new               0.72
          low   high     new               0.30
         high   high     new               0.10
          low    low     new               0.67
         high    low     new               0.81
          low   high     new               0.23
         high   high     new               0.14
;;;;;;

data oehlert.pr08_5;
 input shape $ treat $ resin  ; cards;
      circular control               9
      diagonal control              43
         check control              60
   rectangular control              77
      circular control              13
      diagonal control              48
         check control              65
   rectangular control              70
      circular control              12
      diagonal control              57
         check control              70
   rectangular control              91
      circular    acid              15
      diagonal    acid              66
         check    acid              75
   rectangular    acid              97
      circular    acid              13
      diagonal    acid              58
         check    acid              78
   rectangular    acid             108
      circular    acid              20
      diagonal    acid              73
         check    acid              90
   rectangular    acid              99
;;;;;;

data oehlert.pr08_6;
 input height  fert  interval  cwt  ; cards;
             1     0         1          74.1
             1     0         3          65.4
             1     0         6          96.7
             1     0         9         147.1
             1     8         1          87.4
             1     8         3         117.7
             1     8         6         190.2
             1     8         9         188.6
             1    16         1          96.5
             1    16         3         122.2
             1    16         6         197.9
             1    16         9         232.0
             1    32         1         107.6
             1    32         3         140.5
             1    32         6         241.3
             1    32         9         192.0
             3     0         1          61.7
             3     0         3          83.7
             3     0         6          88.8
             3     0         9         155.6
             3     8         1         112.5
             3     8         3         129.4
             3     8         6         145.0
             3     8         9         208.1
             3    16         1         102.3
             3    16         3         137.8
             3    16         6         173.6
             3    16         9         203.2
             3    32         1         115.3
             3    32         3         154.3
             3    32         6         211.2
             3    32         9         245.2
             6     0         1          49.9
             6     0         3          72.7
             6     0         6         113.9
             6     0         9         143.4
             6     8         1          92.9
             6     8         3         126.4
             6     8         6         175.5
             6     8         9         207.5
             6    16         1         100.8
             6    16         3         153.5
             6    16         6         184.5
             6    16         9         194.2
             6    32         1         115.8
             6    32         3         160.0
             6    32         6         224.8
             6    32         9         197.5
;;;;;;

data oehlert.pr08_7;
 input storage  humidity  viability  ; cards;
              0         0                82.1
              0         0                79.0
              0         0                81.9
             60         0                78.6
             60         0                80.8
             60         0                80.5
            120         0                79.8
            120         0                79.1
            120         0                78.2
            180         0                82.3
            180         0                75.5
            180         0                79.1
            240         0                81.7
            240         0                80.1
            240         0                81.1
            300         0                85.0
            300         0                87.9
            300         0                82.1
            360         0                82.7
            360         0                84.6
            360         0                81.7
              0        32                83.1
              0        32                80.5
              0        32                82.4
             60        32                78.1
             60        32                83.6
             60        32                78.3
            120        32                80.4
            120        32                81.8
            120        32                83.8
            180        32                77.8
            180        32                80.4
            180        32                78.8
            240        32                83.8
            240        32                83.7
            240        32                81.5
            300        32                82.0
            300        32                77.6
            300        32                80.3
            360        32                81.0
            360        32                78.9
            360        32                83.1
              0        45                83.1
              0        45                78.9
              0        45                81.0
             60        45                66.5
             60        45                61.4
             60        45                61.2
            120        45                52.9
            120        45                58.9
            120        45                59.3
            180        45                52.9
            180        45                54.3
            180        45                48.7
            240        45                52.2
            240        45                51.9
            240        45                48.8
            300        45                38.6
            300        45                37.9
            300        45                40.6
            360        45                25.2
            360        45                25.8
            360        45                21.0
;;;;;;

data oehlert.pr09_1;
 input acidity  extraction $ weeks  type $ ; cards;
           12.7            1      0               P
           12.3            2      0               P
           15.4            3      0               P
           13.3            4      0               P
           13.9            5      0               P
           30.3            6      0               P
          123.9            7      0               P
           53.4            8      0               P
           29.4            9      0               P
           11.4           10      0               P
           19.0           11      0               P
           11.3            1      3               P
           16.4            2      3               P
           18.1            3      3               P
           14.6            4      3               P
           10.5            5      3               P
           27.5            6      3               P
          112.3            7      3               P
           48.9            8      3               P
           31.4            9      3               P
           11.6           10      3               P
           29.1           11      3               P
           16.5            1      6               P
           24.3            2      6               P
           27.2            3      6               P
           10.9            4      6               P
           11.6            5      6               P
           34.1            6      6               P
          117.5            7      6               P
           52.9            8      6               P
           38.3            9      6               P
           15.8           10      6               P
           17.1           11      6               P
           10.9            1      9               P
           30.8            2      9               P
           24.5            3      9               P
           13.5            4      9               P
           13.2            5      9               P
           33.2            6      9               P
          107.4            7      9               P
           49.6            8      9               P
           42.9            9      9               P
           17.8           10      9               P
           15.9           11      9               P
           12.5            1     15               P
           30.6            2     15               P
           26.5            3     15               P
           15.8            4     15               P
           13.3            5     15               P
           36.2            6     15               P
          109.5            7     15               P
           51.0            8     15               P
           15.2            9     15               P
           18.2           10     15               P
           13.5           11     15               P
           15.2            1     21               P
           36.3            2     21               P
           36.8            3     21               P
           14.4            4     21               P
           13.1            5     21               P
           43.2            6     21               P
           98.6            7     21               P
           48.2            8     21               P
           58.6            9     21               P
           22.2           10     21               P
           17.6           11     21               P
           36.5            1      0              FC
           38.5            2      0              FC
           38.4            3      0              FC
           27.1            4      0              FC
           35.0            5      0              FC
           38.3            6      0              FC
          274.6            7      0              FC
          241.4            8      0              FC
           21.8            9      0              FC
           34.2           10      0              FC
           34.2           11      0              FC
           35.4            1      3              FC
           68.5            2      3              FC
           63.6            3      3              FC
           41.4            4      3              FC
           34.5            5      3              FC
           76.8            6      3              FC
          282.8            7      3              FC
          231.8            8      3              FC
           47.9            9      3              FC
           33.9           10      3              FC
           33.2           11      3              FC
           35.7            1      6              FC
           93.2            2      6              FC
           76.7            3      6              FC
           50.2            4      6              FC
           34.0            5      6              FC
           96.4            6      6              FC
          270.8            7      6              FC
          223.2            8      6              FC
           65.2            9      6              FC
           38.9           10      6              FC
           35.2           11      6              FC
           33.8            1      9              FC
           95.0            2      9              FC
          113.0            3      9              FC
           44.9            4      9              FC
           36.1            5      9              FC
           94.5            6      9              FC
          271.6            7      9              FC
          200.1            8      9              FC
           75.0            9      9              FC
           39.0           10      9              FC
           34.7           11      9              FC
           43.0            1     15              FC
          156.7            2     15              FC
          160.0            3     15              FC
           30.2            4     15              FC
           33.0            5     15              FC
           75.8            6     15              FC
          269.5            7     15              FC
          213.6            8     15              FC
           88.9            9     15              FC
           37.9           10     15              FC
           33.0           11     15              FC
           53.0            1     21              FC
          189.3            2     21              FC
          199.3            3     21              FC
           41.0            4     21              FC
           45.5            5     21              FC
          143.9            6     21              FC
          136.1            7     21              FC
          198.9            8     21              FC
          104.0            9     21              FC
           39.2           10     21              FC
           37.1           11     21              FC
;;;;;;

data oehlert.pr09_2;
 input fraction   RIR $ WL $ ; cards;
           0.435  fresh         fresh
           0.625  fresh         fresh
           0.643  fresh         fresh
           0.615  fresh         fresh
           0.500 frozen        frozen
           0.600 frozen        frozen
           0.750 frozen        frozen
           0.750 frozen        frozen
           0.250  fresh        frozen
           0.267  fresh        frozen
           0.188  fresh        frozen
           0.200  fresh        frozen
           0.867 frozen         fresh
           0.850 frozen         fresh
           0.846 frozen         fresh
           0.950 frozen         fresh
;;;;;;

data oehlert.pr09_5;
 input Cisplatin  type $ count  ; cards;
             0.00   conv             200
             0.15   conv             178
             1.50   conv             158
            15.00   conv             132
           150.00   conv              63
          1500.00   conv              40
             0.00   dyed              56
             0.15   dyed              50
             1.50   dyed              45
            15.00   dyed              63
           150.00   dyed              18
          1500.00   dyed              14
;;;;;;

data oehlert.pr09_6;
 input starch $ percent  temp  strength  ; cards;
           bean        5    22               62.9
           corn        5    22               44.0
          wheat        5    22               43.8
         potato        5    22               34.4
           bean        7    22              110.3
           corn        7    22              115.6
          wheat        7    22              123.4
         potato        7    22               53.6
           bean        5     4               60.1
           corn        5     4               57.9
          wheat        5     4               58.2
         potato        5     4               63.0
           bean        7     4              147.6
           corn        7     4              180.7
          wheat        7     4              163.8
         potato        7     4               92.0
;;;;;;

data oehlert.pr10_1;
 input verapamil  crf  calcium  response  ; cards;
                0    0        0               1.73
                0    0        0               1.57
                0    0        0               1.53
                0    0        0               2.10
                0    0        0               1.31
                0    0        0               1.45
                0    0        0               1.55
                0    0        0               1.75
              100    0        0               2.14
              100    0        0               2.24
              100    0        0               2.15
              100    0        0               1.87
                0  100        0               4.72
                0  100        0               2.82
                0  100        0               2.76
                0  100        0               4.44
              100  100        0               4.36
              100  100        0               4.05
              100  100        0               6.08
              100  100        0               4.58
                0    0        2               3.53
                0    0        2               3.13
                0    0        2               3.47
                0    0        2               2.99
              100    0        2               3.22
              100    0        2               2.89
              100    0        2               3.32
              100    0        2               3.56
                0  100        2              13.18
                0  100        2              14.26
                0  100        2              15.24
                0  100        2              11.18
              100  100        2              19.53
              100  100        2              16.46
              100  100        2              17.89
              100  100        2              14.69
;;;;;;

data oehlert.pr10_2;
 input C $ S $ N $ score  ; cards;
         H   H   H            2.60
         H   H   H            2.50
         H   H   H            2.90
         H   H   L            1.50
         H   H   L            1.60
         H   H   L            1.50
         H   M   H            2.30
         H   M   H            2.10
         H   M   H            2.30
         H   M   L            1.40
         H   M   L            1.50
         H   M   L            1.40
         H   L   H            1.05
         H   L   H            1.06
         H   L   H            1.05
         H   L   L            1.01
         M   H   H            3.30
         M   H   H            3.50
         M   H   H            3.30
         M   H   L            2.20
         M   H   L            2.00
         M   H   L            2.10
         M   M   H            2.60
         M   M   H            2.60
         M   M   H            2.30
         M   M   L            1.80
         M   M   L            1.70
         M   M   L            1.80
         M   L   H            1.20
         M   L   H            1.10
         M   L   H            1.20
         M   L   L            1.07
         M   L   L            1.08
         M   L   L            1.07
         L   H   H            7.90
         L   H   H            7.80
         L   H   H            7.50
         L   H   L            5.50
         L   H   L            5.70
         L   H   L            5.70
         L   M   H            4.50
         L   M   H            4.60
         L   M   H            4.00
         L   M   L            3.80
         L   M   L            3.30
         L   M   L            3.10
         L   L   H            1.70
         L   L   H            1.80
         L   L   H            1.80
         L   L   L            1.50
         L   L   L            1.60
         L   L   L            1.50
;;;;;;

data oehlert.pr10_3;
 input gum $ protein $ rating  ; cards;
           1         1              3.5
           1         2              3.6
           1         3              2.1
           1         4              4.0
           1         5              3.1
           1         1              3.0
           1         2              2.9
           1         3              4.5
           2         1              7.2
           2         2              6.8
           2         3              6.7
           2         4              7.5
           2         5              6.8
           2         3              4.8
           2         4              6.9
           2         5              9.3
           3         1              4.1
           3         2              5.8
           3         3              4.5
           3         4              5.3
           3         5              4.1
           3         1              5.6
           3         2              4.8
           3         3              4.6
           3         4              7.3
           3         5              5.3
           4         1              5.3
           4         2              4.8
           4         3              5.0
           4         4              6.7
           4         5              5.2
           4         2              3.2
           4         3              7.2
           4         4              6.7
           4         5              4.2
           5         1              4.5
           5         2              5.1
           5         3              5.0
           5         4              4.9
           5         5              4.5
           5         1              2.7
           5         2              3.7
           5         3              4.5
           5         4              4.7
;;;;;;

data oehlert.pr10_4;
 input gum_type $ gum_conc $ solute $ sol_conc $ binding  ; cards;
                1          1     NaCl          1              99.7
                1          1     NaCl          1              98.3
                2          1     NaCl          1              97.6
                2          1     NaCl          1             103.7
                3          1     NaCl          1              99.0
                3          1     NaCl          1              98.0
                1          2     NaCl          1             100.0
                1          2     NaCl          1             104.3
                2          2     NaCl          1             104.7
                2          2     NaCl          1             105.7
                3          2     NaCl          1             107.3
                3          2     NaCl          1             106.7
                1          3     NaCl          1             123.0
                1          3     NaCl          1             116.3
                2          3     NaCl          1             125.7
                2          3     NaCl          1             121.7
                3          3     NaCl          1             117.3
                3          3     NaCl          1             117.3
                1          1   Na2SO4          1              87.3
                1          1   Na2SO4          1              89.0
                2          1   Na2SO4          1              80.0
                2          1   Na2SO4          1              89.3
                3          1   Na2SO4          1              88.0
                3          1   Na2SO4          1              89.0
                1          2   Na2SO4          1              92.3
                1          2   Na2SO4          1              97.7
                2          2   Na2SO4          1              94.5
                2          2   Na2SO4          1              94.3
                3          2   Na2SO4          1              86.7
                3          2   Na2SO4          1              95.3
                1          3   Na2SO4          1             104.3
                1          3   Na2SO4          1             104.0
                2          3   Na2SO4          1             115.7
                2          3   Na2SO4          1             118.0
                3          3   Na2SO4          1             101.0
                3          3   Na2SO4          1             104.3
                1          1  sucrose          1              55.0
                1          1  sucrose          1              55.3
                2          1  sucrose          1              56.7
                2          1  sucrose          1              56.0
                3          1  sucrose          1              54.7
                3          1  sucrose          1              56.3
                1          2  sucrose          1              61.7
                1          2  sucrose          1              62.0
                2          2  sucrose          1              62.7
                2          2  sucrose          1              64.0
                3          2  sucrose          1              63.7
                3          2  sucrose          1              65.0
                1          3  sucrose          1              90.7
                1          3  sucrose          1              99.3
                2          3  sucrose          1              99.0
                2          3  sucrose          1             102.3
                3          3  sucrose          1              72.7
                3          3  sucrose          1              75.0
                1          1     NaCl          2             239.0
                1          1     NaCl          2             236.0
                2          1     NaCl          2             239.7
                2          1     NaCl          2             246.7
                3          1     NaCl          2             237.0
                3          1     NaCl          2             237.7
                1          2     NaCl          2             249.7
                1          2     NaCl          2             255.7
                2          2     NaCl          2             244.7
                2          2     NaCl          2             245.7
                3          2     NaCl          2             243.7
                3          2     NaCl          2             247.7
                1          3     NaCl          2             277.0
                1          3     NaCl          2             262.3
                2          3     NaCl          2             266.3
                2          3     NaCl          2             276.3
                3          3     NaCl          2             268.0
                3          3     NaCl          2             266.7
                1          1   Na2SO4          2             203.7
                1          1   Na2SO4          2             204.0
                2          1   Na2SO4          2             204.0
                2          1   Na2SO4          2             206.3
                3          1   Na2SO4          2             203.0
                3          1   Na2SO4          2             201.7
                1          2   Na2SO4          2             209.0
                1          2   Na2SO4          2             209.3
                2          2   Na2SO4          2             210.7
                2          2   Na2SO4          2             210.0
                3          2   Na2SO4          2             203.7
                3          2   Na2SO4          2             209.0
                1          3   Na2SO4          2             218.0
                1          3   Na2SO4          2             221.5
                2          3   Na2SO4          2             241.0
                2          3   Na2SO4          2             232.7
                3          3   Na2SO4          2             214.7
                3          3   Na2SO4          2             222.7
                1          1  sucrose          2             123.7
                1          1  sucrose          2             106.0
                2          1  sucrose          2             109.7
                2          1  sucrose          2             111.0
                3          1  sucrose          2             105.0
                3          1  sucrose          2             105.7
                1          2  sucrose          2             113.3
                1          2  sucrose          2             115.0
                2          2  sucrose          2             115.0
                2          2  sucrose          2             115.7
                3          2  sucrose          2             114.3
                3          2  sucrose          2             116.7
                1          3  sucrose          2             229.3
                1          3  sucrose          2             193.7
                2          3  sucrose          2             213.4
                2          3  sucrose          2             196.3
                3          3  sucrose          2             123.7
                3          3  sucrose          2             132.7
                1          1     NaCl          3             928.7
                1          1     NaCl          3             930.0
                1          1     NaCl          3             929.0
                1          1     NaCl          3             930.0
                2          1     NaCl          3             940.0
                2          1     NaCl          3             961.3
                2          1     NaCl          3             939.7
                2          1     NaCl          3             931.3
                3          1     NaCl          3             899.3
                3          1     NaCl          3             941.0
                3          1     NaCl          3             944.3
                3          1     NaCl          3             919.0
                1          2     NaCl          3             937.0
                1          2     NaCl          3             938.7
                1          2     NaCl          3             939.7
                1          2     NaCl          3             924.3
                2          2     NaCl          3             942.7
                2          2     NaCl          3             988.0
                2          2     NaCl          3             945.7
                2          2     NaCl          3             933.0
                3          2     NaCl          3             953.3
                3          2     NaCl          3             991.0
                3          2     NaCl          3             988.7
                3          2     NaCl          3             965.7
                1          3     NaCl          3             968.0
                1          3     NaCl          3             975.7
                1          3     NaCl          3             972.7
                1          3     NaCl          3             968.0
                2          3     NaCl          3             992.7
                2          3     NaCl          3            1019.0
                2          3     NaCl          3            1018.7
                2          3     NaCl          3            1021.0
                3          3     NaCl          3            1183.7
                3          3     NaCl          3            1242.0
                3          3     NaCl          3            1133.0
                3          3     NaCl          3            1157.0
                1          1   Na2SO4          3             695.0
                1          1   Na2SO4          3             679.7
                1          1   Na2SO4          3             692.7
                1          1   Na2SO4          3             688.0
                2          1   Na2SO4          3             653.0
                2          1   Na2SO4          3             642.7
                2          1   Na2SO4          3             686.0
                2          1   Na2SO4          3             646.0
                3          1   Na2SO4          3             668.7
                3          1   Na2SO4          3             686.7
                3          1   Na2SO4          3             665.0
                3          1   Na2SO4          3             688.3
                1          2   Na2SO4          3             688.7
                1          2   Na2SO4          3             701.3
                1          2   Na2SO4          3             698.0
                1          2   Na2SO4          3             711.7
                2          2   Na2SO4          3             697.7
                2          2   Na2SO4          3             701.7
                2          2   Na2SO4          3             698.0
                2          2   Na2SO4          3             698.7
                3          2   Na2SO4          3             726.7
                3          2   Na2SO4          3             744.7
                3          2   Na2SO4          3             741.0
                3          2   Na2SO4          3             708.7
                1          3   Na2SO4          3             726.0
                1          3   Na2SO4          3             747.7
                1          3   Na2SO4          3             736.7
                1          3   Na2SO4          3             743.7
                2          3   Na2SO4          3             731.0
                2          3   Na2SO4          3             790.3
                2          3   Na2SO4          3             799.7
                2          3   Na2SO4          3             806.0
                3          3   Na2SO4          3             747.7
                3          3   Na2SO4          3             897.0
                3          3   Na2SO4          3             812.7
                3          3   Na2SO4          3             885.0
                1          1  sucrose          3             283.3
                1          1  sucrose          3             276.0
                1          1  sucrose          3             266.0
                1          1  sucrose          3             263.0
                2          1  sucrose          3             271.7
                2          1  sucrose          3             275.3
                2          1  sucrose          3             267.3
                2          1  sucrose          3             268.7
                3          1  sucrose          3             258.3
                3          1  sucrose          3             268.0
                3          1  sucrose          3             273.3
                3          1  sucrose          3             272.7
                1          2  sucrose          3             277.3
                1          2  sucrose          3             277.0
                1          2  sucrose          3             281.3
                1          2  sucrose          3             279.0
                2          2  sucrose          3             279.3
                2          2  sucrose          3             283.0
                3          2  sucrose          3             282.0
                3          2  sucrose          3             279.3
                3          2  sucrose          3             282.7
                3          2  sucrose          3             281.0
                1          3  sucrose          3             426.5
                1          3  sucrose          3             389.3
                1          3  sucrose          3             420.0
                1          3  sucrose          3             421.7
                2          3  sucrose          3             399.7
                2          3  sucrose          3             410.3
                2          3  sucrose          3             360.0
                2          3  sucrose          3             409.3
                3          3  sucrose          3             291.7
                3          3  sucrose          3             308.0
                3          3  sucrose          3             310.0
                3          3  sucrose          3             303.3
;;;;;;

data oehlert.pr10_5;
 input size  var $ loc $ temp  ; cards;
        4.63     1     1            120
       10.37     1     1            120
        7.53     1     1            120
        6.83     2     1            120
        7.43     2     1            120
        2.99     2     1            120
       11.02     3     1            120
       13.87     3     1            120
        2.47     3     1            120
        3.44     1     2            120
        5.88     1     2            120
        2.60     2     2            120
        4.48     2     2            120
        4.29     3     2            120
        2.67     3     2            120
        2.80     1     1            180
        3.32     1     1            180
        3.01     2     1            180
        4.51     2     1            180
        5.30     3     1            180
        3.58     3     1            180
        3.12     1     2            180
        2.58     1     2            180
        2.97     1     2            180
        2.15     2     2            180
        2.62     2     2            180
        3.00     2     2            180
        2.24     3     2            180
        2.80     3     2            180
        3.18     3     2            180
;;;;;;

data oehlert.pr10_6;
 input Tri $ Dia $ Cal $ GABA  ; cards;
           A     A     A           1.19
           A     A     A           1.33
           A     A     A           1.34
           A     A     A           1.23
           A     A     A           1.24
           A     A     A           1.23
           A     A     A           1.28
           A     A     A           1.32
           A     A     P           1.07
           A     A     P           1.44
           A     A     P           1.14
           A     A     P           0.87
           A     A     P           1.35
           A     A     P           1.19
           A     A     P           1.17
           A     A     P           0.89
           A     P     A           0.58
           A     P     A           0.54
           A     P     A           0.63
           A     P     A           0.81
           A     P     P           0.61
           A     P     P           0.60
           A     P     P           0.51
           A     P     P           0.88
           P     A     A           0.89
           P     A     A           0.40
           P     A     A           0.89
           P     A     A           0.80
           P     A     A           0.65
           P     A     A           0.85
           P     A     A           0.45
           P     A     A           0.37
           P     A     P           1.21
           P     A     P           1.20
           P     A     P           1.40
           P     A     P           0.70
           P     A     P           1.10
           P     A     P           1.09
           P     A     P           0.90
           P     A     P           1.28
           P     P     A           0.19
           P     P     A           0.34
           P     P     A           0.61
           P     P     A           0.30
           P     P     P           0.34
           P     P     P           0.41
           P     P     P           0.29
           P     P     P           0.52
;;;;;;

data oehlert.pr10_7;
 input complaint $ age  time_known $ maturity $ fraction  ; cards;
             drugs   14           <1      immat              0.445
             drugs   14           <1     mature              0.624
             drugs   14           >5      immat              0.360
             drugs   14           >5     mature              0.493
             drugs   17           <1      immat              0.513
             drugs   17           <1     mature              0.693
             drugs   17           >5      immat              0.534
             drugs   17           >5     mature              0.675
               STD   14           <1      immat              0.578
               STD   14           <1     mature              0.786
               STD   14           >5      immat              0.622
               STD   14           >5     mature              0.755
               STD   17           <1      immat              0.814
               STD   17           <1     mature              0.902
               STD   17           >5      immat              0.869
               STD   17           >5     mature              0.902
;;;;;;

data oehlert.pr10_8;
 input source $ percent  conc  ; cards;
           fish        9           27.8
           fish        9           23.7
           fish       12           31.5
           fish       12           28.5
           fish       12           32.8
           fish       15           34.0
           fish       15           28.7
           fish       15           28.3
           fish       18           30.6
           fish       18           32.7
           fish       18           33.7
            soy        9           39.3
            soy        9           34.8
            soy        9           29.8
            soy       12           39.8
            soy       12           40.0
            soy       12           39.1
            soy       15           38.5
            soy       15           39.2
            soy       15           40.0
            soy       18           42.9
            soy       18           49.0
            soy       18           44.4
           skim        9           40.6
           skim        9           31.0
           skim        9           34.6
           skim       12           42.9
           skim       12           50.1
           skim       12           37.4
           skim       15           59.5
           skim       15           48.9
           skim       15           41.4
           skim       18           72.1
           skim       18           59.8
           skim       18           67.6
;;;;;;

data oehlert.pr11_2;
 input sample $ lab $ count  ; cards;
              1     1            2200
              2     1            3000
              3     1             210
              4     1             270
              1     1            2200
              2     1            2900
              3     1             200
              4     1             260
              1     2            2600
              2     2            3600
              3     2             290
              4     2             360
              1     2            2500
              2     2            3500
              3     2             240
              4     2             380
              1     3            1900
              2     3            2500
              3     3             160
              4     3             230
              1     3            2100
              2     3            2200
              3     3             200
              4     3             230
              1     4            2600
              2     4            2800
              3     4             330
              4     4             350
              1     4            4300
              2     4            1800
              3     4             340
              4     4             290
              1     5            4000
              2     5            4800
              3     5             370
              4     5             500
              1     5            3900
              2     5            4800
              3     5             340
              4     5             480
;;;;;;

data oehlert.pr11_3;
 input batch $ strength  ; cards;
             1                379
             1                357
             1                390
             1                376
             1                376
             2                363
             2                367
             2                382
             2                381
             2                359
             3                401
             3                402
             3                407
             3                402
             3                396
             4                402
             4                387
             4                392
             4                395
             4                394
             5                415
             5                405
             5                396
             5                390
             5                395
;;;;;;

data oehlert.pr12_2;
 input alloy $ method $ dentist $ hardness  ; cards;
             1        1         1                792
             2        1         1                824
             3        1         1                813
             4        1         1                792
             5        1         1                792
             6        1         1                907
             7        1         1                792
             8        1         1                835
             1        2         1                772
             2        2         1                772
             3        2         1                782
             4        2         1                698
             5        2         1                665
             6        2         1               1115
             7        2         1                835
             8        2         1                870
             1        3         1                782
             2        3         1                803
             3        3         1                752
             4        3         1                620
             5        3         1                835
             6        3         1                847
             7        3         1                560
             8        3         1                585
             1        1         2                803
             2        1         2                803
             3        1         2                715
             4        1         2                803
             5        1         2                813
             6        1         2                858
             7        1         2                907
             8        1         2                882
             1        2         2                752
             2        2         2                772
             3        2         2                772
             4        2         2                782
             5        2         2                743
             6        2         2                933
             7        2         2                792
             8        2         2                824
             1        3         2                715
             2        3         2                707
             3        3         2                835
             4        3         2                715
             5        3         2                673
             6        3         2                698
             7        3         2                734
             8        3         2                681
             1        1         3                715
             2        1         3                724
             3        1         3                743
             4        1         3                627
             5        1         3                752
             6        1         3                858
             7        1         3                762
             8        1         3                724
             1        2         3                792
             2        2         3                715
             3        2         3                813
             4        2         3                743
             5        2         3                613
             6        2         3                824
             7        2         3                847
             8        2         3                782
             1        3         3                762
             2        3         3                606
             3        3         3                743
             4        3         3                681
             5        3         3                743
             6        3         3                715
             7        3         3                824
             8        3         3                681
             1        1         4                673
             2        1         4                946
             3        1         4                792
             4        1         4                743
             5        1         4                762
             6        1         4                894
             7        1         4                792
             8        1         4                649
             1        2         4                657
             2        2         4                743
             3        2         4                690
             4        2         4                882
             5        2         4                772
             6        2         4                813
             7        2         4                870
             8        2         4                858
             1        3         4                690
             2        3         4                245
             3        3         4                493
             4        3         4                707
             5        3         4                289
             6        3         4                715
             7        3         4                813
             8        3         4                312
             1        1         5                634
             2        1         5                715
             3        1         5                707
             4        1         5                698
             5        1         5                715
             6        1         5                772
             7        1         5               1048
             8        1         5                870
             1        2         5                649
             2        2         5                724
             3        2         5                803
             4        2         5                665
             5        2         5                752
             6        2         5                824
             7        2         5                933
             8        2         5                835
             1        3         5                724
             2        3         5                627
             3        3         5                421
             4        3         5                483
             5        3         5                405
             6        3         5                536
             7        3         5                405
             8        3         5                312
;;;;;;

data oehlert.pr12_6;
 input sample $ abuse $ lab $ count  ; cards;
              1       1     1            7800
              2       1     1            7000
              1       2     1             870
              2       2     1             490
              1       3     1            1300
              2       3     1            1000
              1       4     1           31000
              2       4     1           36000
              1       1     1            7500
              2       1     1            7200
              1       2     1             690
              2       2     1             530
              1       3     1            1200
              2       3     1             980
              1       4     1           35000
              2       4     1           34000
              1       1     2            8300
              2       1     2            9700
              1       2     2             900
              2       2     2             930
              1       3     2            2500
              2       3     2            2300
              1       4     2           27000
              2       4     2           28000
              1       1     2            8200
              2       1     2           10000
              1       2     2             940
              2       2     2             840
              1       3     2            1900
              2       3     2            2300
              1       4     2           34000
              2       4     2           32000
              1       1     3            7300
              2       1     3            7300
              1       2     3             760
              2       2     3             840
              1       3     3            2100
              2       3     3            2300
              1       4     3           34000
              2       4     3           34000
              1       1     3            7600
              2       1     3            7900
              1       2     3             790
              2       2     3             780
              1       3     3            2000
              2       3     3            2200
              1       4     3           34000
              2       4     3           33000
              1       1     4            5400
              2       1     4            5500
              1       2     4             520
              2       2     4             750
              1       3     4            1400
              2       3     4            1100
              1       4     4           16000
              2       4     4           16000
              1       1     4            5700
              2       1     4            5600
              1       2     4             770
              2       2     4             620
              1       3     4            1300
              2       3     4            1400
              1       4     4           16000
              2       4     4           15000
              1       1     5           15000
              2       1     5           12000
              1       2     5            1200
              2       2     5             800
              1       3     5            4600
              2       3     5            3500
              1       4     5           41000
              2       4     5           39000
              1       1     5           14000
              2       1     5           12000
              1       2     5            1100
              2       2     5             600
              1       3     5            4000
              2       3     5            3600
              1       4     5           40000
              2       4     5           39000
;;;;;;

data oehlert.pr12_7;
 input days  cheese $ r21 $ r50 $ freeAA  ; cards;
           1        1    no    no            0.637
          28        1    no    no            1.250
          56        1    no    no            1.697
          84        1    no    no            2.892
           1        2    no    no            0.549
          28        2    no    no            0.794
          56        2    no    no            1.601
          84        2    no    no            2.922
           1        3    no    no            0.604
          28        3    no    no            0.871
          56        3    no    no            1.830
          84        3    no    no            3.198
           1        1    no   yes            0.678
          28        1    no   yes            1.062
          56        1    no   yes            2.032
          84        1    no   yes            2.567
           1        2    no   yes            0.736
          28        2    no   yes            0.817
          56        2    no   yes            2.017
          84        2    no   yes            3.000
           1        3    no   yes            0.659
          28        3    no   yes            0.968
          56        3    no   yes            2.409
          84        3    no   yes            3.022
           1        1   yes    no            0.607
          28        1   yes    no            1.228
          56        1   yes    no            2.211
          84        1   yes    no            3.705
           1        2   yes    no            0.661
          28        2   yes    no            0.944
          56        2   yes    no            1.673
          84        2   yes    no            2.905
           1        3   yes    no            0.755
          28        3   yes    no            0.924
          56        3   yes    no            1.973
          84        3   yes    no            2.478
           1        1   yes   yes            0.643
          28        1   yes   yes            1.100
          56        1   yes   yes            2.091
          84        1   yes   yes            3.757
           1        2   yes   yes            0.581
          28        2   yes   yes            1.245
          56        2   yes   yes            2.255
          84        2   yes   yes            3.891
           1        3   yes   yes            0.754
          28        3   yes   yes            0.968
          56        3   yes   yes            2.987
          84        3   yes   yes            3.322
;;;;;;

data oehlert.pr12_8;
 input day $ ml  subj $ retained  ; cards;
           1  10      1               1.86
           2  10      1               2.18
           1  20      1               2.49
           2  20      1               3.75
           1  10      2               2.08
           2  10      2               2.19
           1  20      2               3.15
           2  20      2               2.67
           1  10      3               1.76
           2  10      3               1.68
           1  20      3               1.76
           2  20      3               2.57
           1  10      4               2.02
           2  10      4               3.87
           1  20      4               2.99
           2  20      4               4.51
           1  10      5               2.60
           2  10      5               1.85
           1  20      5               3.25
           2  20      5               2.42
           1  10      6               2.26
           2  10      6               2.71
           1  20      6               2.86
           2  20      6               3.60
           1  10      7               2.03
           2  10      7               2.63
           1  20      7               2.37
           2  20      7               4.12
           1  10      8               2.39
           2  10      8               2.58
           1  20      8               2.19
           2  20      8               2.84
           1  10      9               2.40
           2  10      9               1.91
           1  20      9               3.25
           2  20      9               2.52
           1  10     10               1.63
           2  10     10               2.43
           1  20     10               2.00
           2  20     10               2.70
;;;;;;

data oehlert.pr13_10;
 input laminate $ location $ length  ; cards;
                1          1               28
                2          1               20
                3          1               23
                4          1               29
                5          1               44
                6          1               45
                7          1               43
                1          2               11
                2          2               20
                3          2               27
                4          2               31
                5          2               33
                6          2               38
                7          2               36
                1          3               26
                2          3               26
                3          3               14
                4          3               17
                5          3               41
                6          3               36
                7          3               36
                1          4               23
                2          4               26
                3          4               18
                4          4               21
                5          4               36
                6          4               36
                7          4               39
                1          5               20
                2          5               21
                3          5               30
                4          5               28
                5          5               45
                6          5               31
                7          5               33
                1          6               16
                2          6               19
                3          6               24
                4          6               23
                5          6               33
                6          6               32
                7          6               39
                1          7               37
                2          7               43
                3          7               49
                4          7               33
                5          7               53
                6          7               49
                7          7               32
                1          8                4
                2          8                9
                3          8               13
                4          8               17
                5          8               39
                6          8               29
                7          8               32
;;;;;;

data oehlert.pr13_11;
 input acid  tree $ yield  ; cards;
         0.0      1             3.0
         2.5      1           108.0
         5.0      1           219.0
        10.0      1           276.0
        15.0      1           197.0
        25.0      1           171.0
        50.0      1           166.0
         0.0      2             2.0
         2.5      2           100.0
         5.0      2           198.0
        10.0      2           319.0
        15.0      2           202.0
        25.0      2           173.0
        50.0      2           304.0
         0.0      3             1.0
         2.5      3            43.0
         5.0      3            79.0
        10.0      3           182.0
        15.0      3           123.0
        25.0      3           172.0
        50.0      3           194.0
         0.0      4             0.5
         2.5      4            17.0
         5.0      4            33.0
        10.0      4            78.0
        15.0      4            51.0
        25.0      4            41.0
        50.0      4            70.0
;;;;;;

data oehlert.pr13_12;
 input litter $    GH $   FSH $ length  ; cards;
              1  absent  absent             1641
              2  absent  absent             1290
              3  absent  absent             2411
              4  absent  absent             2527
              5  absent  absent             1930
              6  absent  absent             2158
              1 present  absent             1829
              2 present  absent             1811
              3 present  absent             1897
              4 present  absent             1506
              5 present  absent             2060
              6 present  absent             1207
              1  absent present             3395
              2  absent present             3113
              3  absent present             2219
              4  absent present             2667
              5  absent present             2210
              6  absent present             2625
              1 present present             1537
              2 present present             1991
              3 present present             3639
              4 present present             2246
              5 present present             1840
              6 present present             2217
;;;;;;

data oehlert.pr13_13;
 input density  location $ yield  ; cards;
            185          1            3107
             90          1            2092
             70          1            2329
              0          1            2017
            185          2            1531
             90          2            2101
             70          2            1519
              0          2            1766
            185          3            2167
             90          3            2428
             70          3            2160
              0          3            1967
;;;;;;

data oehlert.pr13_14;
 input judge $ period  treat $ ; cards;
             1       1          regular
             2       1          regular
             3       1          regular
             4       1          regular
             5       1          regular
             6       1          regular
             7       1          regular
             8       1          regular
             9       1          regular
            10       1          regular
            11       1          regular
            12       1          regular
             1       2             lite
             2       2             lite
             3       2             lite
             4       2             lite
             5       2             lite
             6       2             lite
             7       2             lite
             8       2             lite
             9       2             lite
            10       2             lite
            11       2             lite
            12       2             lite
            13       1             lite
            14       1             lite
            15       1             lite
            16       1             lite
            17       1             lite
            18       1             lite
            19       1             lite
            20       1             lite
            21       1             lite
            22       1             lite
            23       1             lite
            24       1             lite
            13       2          regular
            14       2          regular
            15       2          regular
            16       2          regular
            17       2          regular
            18       2          regular
            19       2          regular
            20       2          regular
            21       2          regular
            22       2          regular
            23       2          regular
            24       2          regular
;;;;;;

data oehlert.pr13_4;
 input student $ grader $ exam $ score  ; cards;
               1        1      D              68
               1        2      A              65
               1        3      E              76
               1        4      C              74
               1        5      B              76
               2        1      A              68
               2        2      E              77
               2        3      B              84
               2        4      D              65
               2        5      C              75
               3        1      C              73
               3        2      B              85
               3        3      D              72
               3        4      E              68
               3        5      A              62
               4        1      E              74
               4        2      C              76
               4        3      A              57
               4        4      B              79
               4        5      D              64
               5        1      B              80
               5        2      D              71
               5        3      C              76
               5        4      A              59
               5        5      E              68
               6        1      D              69
               6        2      E              75
               6        3      B              81
               6        4      A              68
               6        5      C              68
               7        1      C              60
               7        2      D              62
               7        3      E              62
               7        4      B              66
               7        5      A              40
               8        1      B              70
               8        2      A              55
               8        3      C              62
               8        4      E              57
               8        5      D              40
               9        1      E              61
               9        2      C              67
               9        3      A              53
               9        4      D              63
               9        5      B              69
              10        1      A              37
              10        2      B              53
              10        3      D              31
              10        4      C              48
              10        5      E              33
;;;;;;

data oehlert.pr13_5;
 input weight  locYr $ rotation $ variety $ ; cards;
           155     W87      CCCCS                HOD
           151     W87      CCCSS                HOD
           147     W87      SCSCS                HOD
           146     W87      SSSSS                HOD
           153     W87      CCCCS                BSR
           156     W87      CCCSS                BSR
           159     W87      SCSCS                BSR
           155     W87      SSSSS                BSR
           170     W88      CCCCS                HOD
           159     W88      CCCSS                HOD
           157     W88      SCSCS                HOD
           168     W88      SSSSS                HOD
           164     W88      CCCCS                BSR
           170     W88      CCCSS                BSR
           162     W88      SCSCS                BSR
           169     W88      SSSSS                BSR
           142     L87      CCCCS                HOD
           135     L87      CCCSS                HOD
           139     L87      SCSCS                HOD
           136     L87      SSSSS                HOD
           146     L87      CCCCS                BSR
           138     L87      CCCSS                BSR
           135     L87      SCSCS                BSR
           133     L87      SSSSS                BSR
           170     L88      CCCCS                HOD
           155     L88      CCCSS                HOD
           159     L88      SCSCS                HOD
           173     L88      SSSSS                HOD
           167     L88      CCCCS                BSR
           162     L88      CCCSS                BSR
           153     L88      SCSCS                BSR
           162     L88      SSSSS                BSR
;;;;;;

data oehlert.pr13_6;
 input loc $ treat $    var $ biomass  ; cards;
           R   herb2   Parker               750
         StP   herb2   Parker              1440
           R   herb4   Parker              1630
         StP   herb4   Parker               890
           R    none   Parker              3590
         StP    none   Parker               740
           R   herb2  Lambert               870
         StP   herb2  Lambert               550
           R   herb4  Lambert              3430
         StP   herb4  Lambert              2520
           R    none  Lambert              6850
         StP    none  Lambert              1620
           R   herb2  M89-792              1090
         StP   herb2  M89-792               130
           R   herb4  M89-792              2930
         StP   herb4  M89-792               570
           R    none  M89-792              3710
         StP    none  M89-792              3600
           R   herb2   Sturdy              1110
         StP   herb2   Sturdy               400
           R   herb4   Sturdy              1310
         StP   herb4   Sturdy              2060
           R    none   Sturdy              2680
         StP    none   Sturdy              1510
           R   herb2    Ozzie              1150
         StP   herb2    Ozzie               370
           R   herb4    Ozzie              1730
         StP   herb4    Ozzie              2420
           R    none    Ozzie              4870
         StP    none    Ozzie              1700
           R   herb2 M89-1743              1210
         StP   herb2 M89-1743               430
           R   herb4 M89-1743              6070
         StP   herb4 M89-1743              2790
           R    none M89-1743              4480
         StP    none M89-1743              5070
           R   herb2  M89-794              1330
         StP   herb2  M89-794               190
           R   herb4  M89-794              1700
         StP   herb4  M89-794              1370
           R    none  M89-794              3740
         StP    none  M89-794               610
           R   herb2 M90-1682              1630
         StP   herb2 M90-1682               200
           R   herb4 M90-1682              2000
         StP   herb4 M90-1682               880
           R    none M90-1682              3330
         StP    none M90-1682              3030
           R   herb2 M89-1946              1660
         StP   herb2 M89-1946               230
           R   herb4 M89-1946              2290
         StP   herb4 M89-1946              2210
           R    none M89-1946              3180
         StP    none M89-1946              2640
           R   herb2   Archer              2210
         StP   herb2   Archer              1110
           R   herb4   Archer              3070
         StP   herb4   Archer              2120
           R    none   Archer              6980
         StP    none   Archer              2210
           R   herb2  M89-642              2290
         StP   herb2  M89-642               220
           R   herb4  M89-642              1530
         StP   herb4  M89-642               390
           R    none  M89-642              3750
         StP    none  M89-642              2590
           R   herb2  M90-317              2320
         StP   herb2  M90-317               330
           R   herb4  M90-317              1760
         StP   herb4  M90-317               680
           R    none  M90-317              2320
         StP    none  M90-317              2700
           R   herb2  M90-610              2480
         StP   herb2  M90-610               350
           R   herb4  M90-610              1360
         StP   herb4  M90-610              1680
           R    none  M90-610              5240
         StP    none  M90-610              1510
           R   herb2  M88-250              2480
         StP   herb2  M88-250               350
           R   herb4  M88-250              1810
         StP   herb4  M88-250              1020
           R    none  M88-250              6230
         StP    none  M88-250              2420
           R   herb2 M89-1006              2430
         StP   herb2 M89-1006               280
           R   herb4 M89-1006              2420
         StP   herb4 M89-1006              2350
           R    none M89-1006              5990
         StP    none M89-1006              1590
           R   herb2 M89-1926              3120
         StP   herb2 M89-1926               260
           R   herb4 M89-1926              1360
         StP   herb4 M89-1926              1840
           R    none M89-1926              5980
         StP    none M89-1926              1560
;;;;;;

data oehlert.pr13_7;
 input orient $ medium $ day  fracNormal  ; cards;
          exper        1    1                 0.67
            std        1    1                 0.34
          exper        2    1                 0.46
            std        2    1                 0.26
          exper        3    1                 0.63
            std        3    1                 0.40
          exper        1    2                 0.70
            std        1    2                 0.42
          exper        2    2                 0.69
            std        2    2                 0.42
          exper        3    2                 0.74
            std        3    2                 0.17
          exper        1    3                 0.86
            std        1    3                 0.42
          exper        2    3                 0.89
            std        2    3                 0.33
          exper        3    3                 0.80
            std        3    3                 0.17
          exper        1    4                 0.76
            std        1    4                 0.53
          exper        2    4                 0.74
            std        2    4                 0.60
          exper        3    4                 0.78
            std        3    4                 0.53
          exper        1    5                 0.63
            std        1    5                 0.71
          exper        2    5                 0.50
            std        2    5                 0.29
          exper        3    5                 0.63
            std        3    5                 0.29
          exper        1    6                 0.65
            std        1    6                 0.60
          exper        2    6                 0.95
            std        2    6                 1.00
          exper        3    6                 0.90
            std        3    6                 0.40
          exper        1    7                 0.73
            std        1    7                 0.50
          exper        2    7                 0.83
            std        2    7                 0.88
          exper        3    7                 0.93
            std        3    7                 0.88
          exper        1    8                 0.94
            std        1    8                 0.75
          exper        2    8                 0.94
            std        2    8                 0.75
          exper        3    8                 0.80
            std        3    8                 1.00
          exper        1    9                 0.93
            std        1    9                 0.70
          exper        2    9                 0.77
            std        2    9                 0.50
          exper        3    9                 0.90
            std        3    9                 0.80
          exper        1   10                 0.71
            std        1   10                 0.30
          exper        2   10                 0.48
            std        2   10                 0.40
          exper        3   10                 0.65
            std        3   10                 0.30
          exper        1   11                 0.83
            std        1   11                 0.20
          exper        2   11                 0.74
            std        2   11                 0.00
          exper        3   11                 0.69
            std        3   11                 0.30
          exper        1   12                 0.82
            std        1   12                 0.50
          exper        2   12                 0.72
            std        2   12                 0.00
          exper        3   12                 0.63
            std        3   12                 0.30
          exper        1   13                 0.67
            std        1   13                 0.67
          exper        2   13                 0.67
            std        2   13                 0.25
          exper        3   13                 0.90
            std        3   13                 0.42
          exper        1   14                 0.83
            std        1   14                 0.50
          exper        2   14                 0.94
            std        2   14                 0.40
          exper        3   14                 0.83
            std        3   14                 0.33
          exper        1   15                 1.00
            std        1   15                 1.00
          exper        2   15                 0.80
            std        2   15                 0.33
          exper        3   15                 0.90
            std        3   15                 1.00
          exper        1   16                 0.95
            std        1   16                 0.75
          exper        2   16                 0.76
            std        2   16                 0.25
          exper        3   16                 0.96
            std        3   16                 0.63
          exper        1   17                 0.47
            std        1   17                 0.50
          exper        2   17                 0.71
            std        2   17                 0.67
          exper        3   17                 0.67
            std        3   17                 0.50
          exper        1   18                 0.83
            std        1   18                 0.50
          exper        2   18                 0.94
            std        2   18                 0.67
          exper        3   18                 0.83
            std        3   18                 0.83
          exper        1   19                 0.90
            std        1   19                 0.33
          exper        2   19                 0.83
            std        2   19                 0.67
          exper        3   19                 0.97
            std        3   19                 0.50
          exper        1   20                 1.00
            std        1   20                 0.50
          exper        2   20                 0.69
            std        2   20                 0.25
          exper        3   20                 0.92
            std        3   20                 1.00
          exper        1   21                 0.80
            std        1   21                 0.63
          exper        2   21                 0.63
            std        2   21                 0.00
          exper        3   21                 0.70
            std        3   21                 0.50
          exper        1   22                 0.82
            std        1   22                 0.60
          exper        2   22                 0.57
            std        2   22                 0.40
          exper        3   22                 1.00
            std        3   22                 0.50
;;;;;;

data oehlert.pr13_8;
 input day  slantRng $ temp $ azError  ; cards;
          1          1      1               -10
          2          1      1               -22
          3          1      1                -9
          1          2      1                -5
          2          2      1               -17
          3          2      1                -4
          1          3      1                11
          2          3      1               -10
          3          3      1                 1
          1          1      1               -13
          2          1      1                 0
          3          1      1                 7
          1          2      1                -9
          2          2      1                 6
          3          2      1                13
          1          3      1                -5
          2          3      1                10
          3          3      1                20
          1          1      1                14
          2          1      1                -5
          3          1      1                12
          1          2      1                21
          2          2      1                 0
          3          2      1                20
          1          3      1                22
          2          3      1                 6
          3          3      1                24
          1          1      2               -15
          2          1      2               -25
          3          1      2               -15
          1          2      2               -14
          2          2      2                -3
          3          2      2                14
          1          3      2                -9
          2          3      2                 8
          3          3      2                14
          1          1      2               -17
          2          1      2                -5
          3          1      2                 2
          1          2      2                15
          2          2      2                -1
          3          2      2                 5
          1          3      2                -3
          2          3      2                -2
          3          3      2                18
          1          1      2                 7
          2          1      2               -11
          3          1      2                 5
          1          2      2               -11
          2          2      2               -20
          3          2      2               -10
          1          3      2                20
          2          3      2               -15
          3          3      2                -2
          1          1      3               -21
          2          1      3               -26
          3          1      3               -15
          1          2      3               -18
          2          2      3                -8
          3          2      3                 0
          1          3      3                13
          2          3      3                -5
          3          3      3                -8
          1          1      3               -23
          2          1      3                -8
          3          1      3                -5
          1          2      3                 5
          2          2      3                 5
          3          2      3               -13
          1          3      3                -9
          2          3      3               -18
          3          3      3                 3
          1          1      3                 0
          2          1      3               -10
          3          1      3                 0
          1          2      3               -10
          2          2      3               -10
          3          2      3                 3
          1          3      3               -13
          2          3      3                -3
          3          3      3                12
;;;;;;

data oehlert.pr13_9;
 input group $ treat $ avgGain  ; cards;
             1       1             23.63
             2       1             19.86
             3       1             24.00
             4       1             22.11
             5       1             25.38
             6       1             24.18
             7       1             23.43
             8       1             18.75
             1       2             20.70
             2       2             20.02
             3       2             23.95
             4       2             19.13
             5       2             21.21
             6       2             20.89
             7       2             23.55
             8       2             22.89
             1       3             19.95
             2       3             18.29
             3       3             17.61
             4       3             19.89
             5       3             23.96
             6       3             20.46
             7       3             22.55
             8       3             17.30
             1       4             21.16
             2       4             19.02
             3       4             19.38
             4       4             19.46
             5       4             20.48
             6       4             19.54
             7       4             19.96
             8       4             20.71
             1       5             23.71
             2       5             16.44
             3       5             20.71
             4       5             20.16
             5       5             21.70
             6       5             21.47
             7       5             20.44
             8       5             22.51
             1       6             20.38
             2       6             18.68
             3       6             20.91
             4       6             23.07
             5       6             22.54
             6       6             21.73
             7       6             25.04
             8       6             23.22
             1       7             21.57
             2       7             17.38
             3       7             19.55
             4       7             19.79
             5       7             20.77
             6       7             18.36
             7       7             20.32
             8       7             21.98
             1       8             18.52
             2       8             18.84
             3       8             22.54
             4       8             19.95
             5       8             21.27
             6       8             20.09
             7       8             19.27
             8       8             20.02
             1       9             23.14
             2       9             20.46
             3       9             18.14
             4       9             21.70
             5       9             22.93
             6       9             21.29
             7       9             22.49
;;;;;;

data oehlert.pr14_1;
 input bed $ spray $ bugs  ; cards;
           1       A             19
           2       A              9
           3       B             25
           4       A              9
           5       A             26
           6       B             13
           1       B             21
           2       C             16
           3       C             30
           4       B             11
           5       C             33
           6       C             18
;;;;;;

data oehlert.pr14_2;
 input farm $ order $ weight $ loft $ bot_bond $ top_bond $ filt_time  ; cards;
            1     1st    heavy normal          A          B                 451
            2     1st   normal    low          A          B                 260
            3     1st    heavy    low          A          B                 464
            4     1st   normal normal          A          B                 306
            5     1st   normal normal          B          B                 381
            6     1st    heavy normal          B          B                 362
            7     1st   normal    low          B          B                 292
            8     1st    heavy    low          B          B                 431
            9     1st   normal    low          B          A                 329
           10     1st    heavy    low          B          A                 389
           11     1st   normal normal          B          A                 368
           12     1st    heavy normal          B          A                 398
           13     1st    heavy normal          A          A                 490
           14     1st   normal    low          A          A                 467
           15     1st    heavy    low          A          A                 735
           16     1st   normal normal          A          A                 402
            1     2nd   normal    low          B          A                 457
            2     2nd    heavy    low          B          A                 418
            3     2nd   normal normal          B          A                 317
            4     2nd    heavy normal          B          A                 462
            5     2nd    heavy    low          A          A                 597
            6     2nd   normal normal          A          A                 325
            7     2nd    heavy normal          A          A                 402
            8     2nd   normal    low          A          A                 477
            9     2nd   normal normal          A          B                 261
           10     2nd    heavy normal          A          B                 413
           11     2nd   normal    low          A          B                 244
           12     2nd    heavy    low          A          B                 517
           13     2nd    heavy    low          B          B                 311
           14     2nd   normal normal          B          B                 429
           15     2nd    heavy normal          B          B                 642
           16     2nd   normal    low          B          B                 380
            1     3rd    heavy    low          B          B                 343
            2     3rd   normal normal          B          B                 320
            3     3rd    heavy normal          B          B                 315
            4     3rd   normal    low          B          B                 291
            5     3rd    heavy normal          B          A                 491
            6     3rd   normal    low          B          A                 449
            7     3rd    heavy    low          B          A                 576
            8     3rd   normal normal          B          A                 394
            9     3rd    heavy    low          A          A                 430
           10     3rd   normal normal          A          A                 272
           11     3rd    heavy normal          A          A                 447
           12     3rd   normal    low          A          A                 354
           13     3rd   normal normal          A          B                 278
           14     3rd    heavy normal          A          B                 486
           15     3rd   normal    low          A          B                 474
           16     3rd    heavy    low          A          B                 589
;;;;;;

data oehlert.pr14_3;
 input exam $ grader $ score  ; cards;
            1        1              60
            1        2              59
            1        3              51
            1        4              64
            1        5              53
            2        6              64
            2        7              69
            2        8              63
            2        9              63
            2       10              71
            3       11              84
            3       12              85
            3       13              86
            3       14              85
            3       15              83
            4       16              72
            4       17              76
            4       18              77
            4       19              74
            4       20              77
            5       21              65
            5       22              73
            5       23              70
            5       24              71
            5       25              70
            6        1              52
            6        6              54
            6       11              62
            6       16              54
            6       21              55
            7        2              56
            7        7              51
            7       12              52
            7       17              57
            7       22              51
            8        3              55
            8        8              60
            8       13              59
            8       18              60
            8       23              61
            9        4              88
            9        9              76
            9       14              77
            9       19              77
            9       24              74
           10        5              65
           10       10              68
           10       15              72
           10       20              74
           10       25              77
           11        1              79
           11       10              77
           11       14              77
           11       18              77
           11       22              79
           12        2              70
           12        6              66
           12       15              63
           12       19              62
           12       23              66
           13        3              48
           13        7              49
           13       11              51
           13       20              48
           13       24              50
           14        4              75
           14        8              64
           14       12              75
           14       16              68
           14       25              65
           15        5              79
           15        9              77
           15       13              81
           15       17              79
           15       21              83
           16        1              61
           16        9              67
           16       12              69
           16       20              68
           16       23              65
           17        2              78
           17       10              75
           17       13              76
           17       16              75
           17       24              72
           18        3              67
           18        6              72
           18       14              72
           18       17              75
           18       25              76
           19        4              84
           19        7              81
           19       15              76
           19       18              79
           19       21              77
           20        5              81
           20        8              84
           20       11              85
           20       19              84
           20       22              81
           21        1              70
           21        8              65
           21       15              61
           21       17              66
           21       24              66
           22        2              84
           22        9              82
           22       11              86
           22       18              85
           22       25              86
           23        3              72
           23       10              85
           23       12              77
           23       19              82
           23       21              79
           24        4              85
           24        6              75
           24       13              78
           24       20              82
           24       22              83
           25        5              58
           25        7              64
           25       14              58
           25       16              57
           25       23              58
           26        1              66
           26        7              71
           26       13              73
           26       19              70
           26       25              70
           27        2              73
           27        8              67
           27       14              63
           27       20              70
           27       21              66
           28        3              58
           28        9              70
           28       15              69
           28       16              61
           28       22              71
           29        4              95
           29       10              84
           29       11              88
           29       17              88
           29       23              87
           30        5              47
           30        6              47
           30       12              51
           30       18              49
           30       24              56
;;;;;;

data oehlert.pr14_4;
 input judge $ treat $ softness  ; cards;
             1       A                 37
             1       B                 23
             1       C                 37
             1       D                 41
             2       A                 52
             2       B                 41
             2       E                 45
             2       F                 48
             3       A                 35
             3       C                 32
             3       G                 39
             3       H                 37
             4       A                 46
             4       D                 42
             4       I                 45
             4       J                 42
             5       A                 39
             5       E                 45
             5       G                 39
             5       I                 41
             6       A                 44
             6       F                 43
             6       H                 41
             6       J                 36
             7       B                 44
             7       C                 42
             7       F                 46
             7       I                 44
             8       B                 32
             8       D                 42
             8       G                 36
             8       J                 29
             9       B                 44
             9       E                 44
             9       H                 45
             9       J                 50
            10       B                 43
            10       G                 42
            10       H                 44
            10       I                 44
            11       C                 55
            11       E                 45
            11       I                 53
            11       J                 49
            12       C                 46
            12       F                 41
            12       G                 43
            12       J                 45
            13       C                 47
            13       D                 50
            13       E                 48
            13       H                 52
            14       D                 43
            14       E                 51
            14       F                 40
            14       G                 42
            15       D                 37
            15       F                 42
            15       H                 40
            15       I                 37
            16       A                 38
            16       B                 37
            16       C                 36
            16       D                 34
            17       A                 32
            17       B                 34
            17       E                 39
            17       F                 29
            18       A                 40
            18       C                 49
            18       G                 43
            18       H                 44
            19       A                 36
            19       D                 41
            19       I                 39
            19       J                 43
            20       A                 23
            20       E                 20
            20       G                 27
            20       I                 29
            21       A                 45
            21       F                 44
            21       H                 40
            21       J                 36
            22       B                 46
            22       C                 49
            22       F                 48
            22       I                 43
            23       B                 42
            23       D                 38
            23       G                 39
            23       J                 39
            24       B                 48
            24       E                 43
            24       H                 48
            24       J                 41
            25       B                 47
            25       G                 48
            25       H                 46
            25       I                 47
            26       C                 35
            26       E                 35
            26       I                 31
            26       J                 26
            27       C                 43
            27       F                 47
            27       G                 48
            27       J                 41
            28       C                 45
            28       D                 47
            28       E                 47
            28       H                 42
            29       D                 39
            29       E                 32
            29       F                 32
            29       G                 31
            30       D                 43
            30       F                 39
            30       H                 38
            30       I                 39
;;;;;;

data oehlert.pr15_4;
 input judge $ A  B  C  D  conc  ; cards;
             1 -1 -1 -1 -1           8389
             1 -1  1  1 -1            816
             1  1  1 -1  1              4
             1  1 -1  1  1             46
             2  1 -1 -1 -1           4351
             2  1  1  1 -1             78
             2 -1  1 -1  1           5941
             2 -1 -1  1  1          27138
             3  1  1 -1 -1              6
             3  1 -1  1 -1            262
             3 -1 -1 -1  1           1230
             3 -1  1  1  1             98
             4 -1  1 -1 -1            375
             4 -1 -1  1 -1          33551
             4  1 -1 -1  1            246
             4  1  1  1  1             10
             5 -1 -1 -1 -1          56034
             5 -1  1  1 -1          25046
             5  1  1 -1  1            109
             5  1 -1  1  1            490
             6  1 -1 -1 -1           2346
             6  1  1  1 -1             35
             6 -1  1 -1  1            228
             6 -1 -1  1  1           6842
             7  1  1 -1 -1             67
             7  1 -1  1 -1           3081
             7 -1 -1 -1  1          50991
             7 -1  1  1  1            784
             8 -1  1 -1 -1          40581
             8 -1 -1  1 -1          90293
             8  1 -1 -1  1          19103
             8  1  1  1  1             61
;;;;;;

data oehlert.pr15_5;
 input tank $ A  B  C  biomass  ; cards;
            1 -1 -1 -1              10.4
            1  1  1 -1              17.5
            1  1 -1  1              22.2
            1 -1  1  1              27.7
            2  1 -1 -1               4.8
            2 -1  1 -1               8.9
            2 -1 -1  1               6.8
            2  1  1  1              17.6
            3 -1 -1 -1              16.8
            3  1  1 -1              19.6
            3 -1 -1  1              16.4
            3  1  1  1              35.6
            4  1 -1 -1              12.3
            4 -1  1 -1              17.1
            4  1 -1  1              13.3
            4 -1  1  1              19.5
            5 -1 -1 -1               7.7
            5  1 -1  1              13.3
            5 -1  1 -1              12.4
            5  1  1  1              17.7
            6  1 -1 -1               6.3
            6 -1 -1  1               7.3
            6  1  1 -1              11.2
            6 -1  1  1              25.0
            7 -1 -1 -1              14.9
            7 -1  1  1              34.0
            7  1 -1 -1              16.9
            7  1  1  1              36.8
            8 -1  1 -1               7.1
            8 -1 -1  1               8.3
            8  1  1 -1              15.3
            8  1 -1  1               7.0
;;;;;;

data oehlert.pr15_6;
 input cooler $ A  B  C  D  days  ; cards;
              1 -1 -1 -1 -1             34
              1  1  1 -1 -1             34
              1  1 -1  1 -1             32
              1  1 -1 -1  1             34
              1 -1  1  1 -1             34
              1 -1  1 -1  1             39
              1 -1 -1  1  1             38
              1  1  1  1  1             37
              2  1 -1 -1 -1             35
              2 -1  1 -1 -1             36
              2 -1 -1  1 -1             39
              2 -1 -1 -1  1             41
              2  1  1  1 -1             39
              2  1  1 -1  1             44
              2  1 -1  1  1             44
              2 -1  1  1  1             42
;;;;;;

data oehlert.pr16_13;
 input encl $ density $ ruffe $ wtChange  ; cards;
            1       low  absent                0.0
            2       low  absent                0.4
            3       low  absent                0.9
            4       low  absent               -0.4
            1      high  absent                0.9
            2      high  absent               -0.4
            3      high  absent               -0.6
            4      high  absent               -1.2
            1       low present                0.0
            2       low present               -0.4
            3       low present               -0.9
            4       low present               -0.9
            1      high present               -1.2
            2      high present               -1.5
            3      high present               -1.1
            4      high present               -0.7
;;;;;;

data oehlert.pr16_3;
 input rep $ pesticide $ irrig $ variety $ yield  ; cards;
           1           1     yes         1            53.4
           1           2     yes         1            54.3
           1           3     yes         1            55.9
           2           1     yes         1            46.5
           2           2     yes         1            57.2
           2           3     yes         1            57.4
           1           1     yes         2            53.8
           1           2     yes         2            56.3
           1           3     yes         2            58.6
           2           1     yes         2            51.1
           2           2     yes         2            56.9
           2           3     yes         2            60.2
           1           1      no         1            58.2
           1           2      no         1            60.4
           1           3      no         1            62.4
           2           1      no         1            49.2
           2           2      no         1            61.6
           2           3      no         1            57.2
           1           1      no         2            59.5
           1           2      no         2            64.5
           1           3      no         2            64.5
           2           1      no         2            51.3
           2           2      no         2            66.8
           2           3      no         2            62.7
;;;;;;

data oehlert.pr16_4;
 input school $ exam $ text $ score  ; cards;
           Wash      1      A              81
           Wash      1      B              87
           Wash      2      A              79
           Wash      2      B              85
           Wash      3      A              70
           Wash      3      B              78
           Minn      1      A              84
           Minn      1      B              82
           Minn      2      A              81
           Minn      2      B              81
           Minn      3      A              83
           Minn      3      B              84
           Berk      1      A              87
           Berk      1      B              98
           Berk      2      A              82
           Berk      2      B              93
           Berk      3      A              86
           Berk      3      B              90
;;;;;;

data oehlert.pr16_5;
 input orig $ dest $ slot $ score  ; cards;
           NY     DC      1               1
           NY     DC      1               2
           NY     DC      1               3
           NY     DC      1               4
           NY     DC      2               1
           NY     DC      2               2
           NY     DC      2               3
           NY     DC      2               4
           NY     DC      3               1
           NY     DC      3               2
           NY     DC      3               3
           NY     DC      3               4
           NY     LA      1               1
           NY     LA      1               2
           NY     LA      1               3
           NY     LA      1               4
           NY     LA      2               1
           NY     LA      2               2
           NY     LA      2               3
           NY     LA      2               4
           NY     LA      3               1
           NY     LA      3               2
           NY     LA      3               3
           NY     LA      3               4
           NY    Ely      1               1
           NY    Ely      1               2
           NY    Ely      1               3
           NY    Ely      1               4
           NY    Ely      2               1
           NY    Ely      2               2
           NY    Ely      2               3
           NY    Ely      2               4
           NY    Ely      3               1
           NY    Ely      3               2
           NY    Ely      3               3
           NY    Ely      3               4
           NH     DC      1               1
           NH     DC      1               2
           NH     DC      1               3
           NH     DC      1               4
           NH     DC      2               1
           NH     DC      2               2
           NH     DC      2               3
           NH     DC      2               4
           NH     DC      3               1
           NH     DC      3               2
           NH     DC      3               3
           NH     DC      3               4
           NH     LA      1               1
           NH     LA      1               2
           NH     LA      1               3
           NH     LA      1               4
           NH     LA      2               1
           NH     LA      2               2
           NH     LA      2               3
           NH     LA      2               4
           NH     LA      3               1
           NH     LA      3               2
           NH     LA      3               3
           NH     LA      3               4
           NH    Ely      1               1
           NH    Ely      1               2
           NH    Ely      1               3
           NH    Ely      1               4
           NH    Ely      2               1
           NH    Ely      2               2
           NH    Ely      2               3
           NH    Ely      2               4
           NH    Ely      3               1
           NH    Ely      3               2
           NH    Ely      3               3
           NH    Ely      3               4
;;;;;;

data oehlert.pr16_8;
 input sign $ timing  interchange $ speed  ; cards;
            n       0             1              13
            n       3             1              25
            n       6             1              26
            n       0             2              24
            n       3             2              35
            n       6             2              37
            n       0             3              22
            n       3             3              38
            n       6             3              41
            n       0             4              24
            n       3             4              32
            n       6             4              37
            n       0             5              23
            n       3             5              35
            n       6             5              38
            n       0             6              23
            n       3             6              33
            n       6             6              35
            n       0             7              24
            n       3             7              35
            n       6             7              41
            n       0             8              19
            n       3             8              34
            n       6             8              35
            n       0             9              21
            n       3             9              33
            n       6             9              37
            n       0            10              15
            n       3            10              30
            n       6            10              30
            y       0            11              19
            y       3            11              31
            y       6            11              33
            y       0            12              12
            y       3            12              28
            y       6            12              27
            y       0            13              10
            y       3            13              24
            y       6            13              29
            y       0            14              12
            y       3            14              23
            y       6            14              28
            y       0            15              26
            y       3            15              41
            y       6            15              41
            y       0            16              17
            y       3            16              31
            y       6            16              30
            y       0            17              17
            y       3            17              27
            y       6            17              31
            y       0            18              18
            y       3            18              32
            y       6            18              33
            y       0            19              16
            y       3            19              29
            y       6            19              30
            y       0            20              24
            y       3            20              37
            y       6            20              37
;;;;;;

data oehlert.pr16_9;
 input tub $ deter $ bleach $ stain $ prewash $ whiteness  ; cards;
           1       1        1       1         1                   1
           1       1        1       1         2                   3
           1       1        1       1         3                   3
           1       1        1       2         1                   3
           1       1        1       2         2                   3
           1       1        1       2         3                   5
           1       1        1       3         1                  10
           1       1        1       3         2                   3
           1       1        1       3         3                   2
           2       1        2       1         1                   5
           2       1        2       1         2                   3
           2       1        2       1         3                   3
           2       1        2       2         1                   3
           2       1        2       2         2                   5
           2       1        2       2         3                   3
           2       1        2       3         1                   7
           2       1        2       3         2                   3
           2       1        2       3         3                   2
           3       2        1       1         1                   3
           3       2        1       1         2                   2
           3       2        1       1         3                   2
           3       2        1       2         1                   4
           3       2        1       2         2                   6
           3       2        1       2         3                   1
           3       2        1       3         1                   5
           3       2        1       3         2                   1
           3       2        1       3         3                   2
           4       2        2       1         1                   3
           4       2        2       1         2                   1
           4       2        2       1         3                   2
           4       2        2       2         1                   2
           4       2        2       2         2                   4
           4       2        2       2         3                   3
           4       2        2       3         1                   8
           4       2        2       3         2                   1
           4       2        2       3         3                   2
           5       3        1       1         1                  34
           5       3        1       1         2                  29
           5       3        1       1         3                  35
           5       3        1       2         1                  35
           5       3        1       2         2                  34
           5       3        1       2         3                  41
           5       3        1       3         1                  49
           5       3        1       3         2                  25
           5       3        1       3         3                  26
           6       3        2       1         1                   7
           6       3        2       1         2                   5
           6       3        2       1         3                   6
           6       3        2       2         1                   6
           6       3        2       2         2                   6
           6       3        2       2         3                   7
           6       3        2       3         1                  10
           6       3        2       3         2                   5
           6       3        2       3         3                   4
           7       1        1       1         1                   4
           7       1        1       1         2                   4
           7       1        1       1         3                   4
           7       1        1       2         1                   5
           7       1        1       2         2                   7
           7       1        1       2         3                  10
           7       1        1       3         1                  11
           7       1        1       3         2                   5
           7       1        1       3         3                   4
           8       1        2       1         1                   4
           8       1        2       1         2                   6
           8       1        2       1         3                   3
           8       1        2       2         1                   4
           8       1        2       2         2                   7
           8       1        2       2         3                   6
           8       1        2       3         1                   9
           8       1        2       3         2                   7
           8       1        2       3         3                   5
           9       2        1       1         1                   6
           9       2        1       1         2                   8
           9       2        1       1         3                   7
           9       2        1       2         1                   5
           9       2        1       2         2                   6
           9       2        1       2         3                   7
           9       2        1       3         1                  11
           9       2        1       3         2                   6
           9       2        1       3         3                   4
          10       2        2       1         1                   6
          10       2        2       1         2                   6
          10       2        2       1         3                   7
          10       2        2       2         1                   8
          10       2        2       2         2                   7
          10       2        2       2         3                   9
          10       2        2       3         1                  12
          10       2        2       3         2                   5
          10       2        2       3         3                   5
          11       3        1       1         1                  26
          11       3        1       1         2                  28
          11       3        1       1         3                  31
          11       3        1       2         1                  38
          11       3        1       2         2                  30
          11       3        1       2         3                  34
          11       3        1       3         1                  41
          11       3        1       3         2                  27
          11       3        1       3         3                  27
          12       3        2       1         1                   2
          12       3        2       1         2                   4
          12       3        2       1         3                   2
          12       3        2       2         1                   2
          12       3        2       2         2                   5
          12       3        2       2         3                   3
          12       3        2       3         1                   8
          12       3        2       3         2                   3
          12       3        2       3         3                   2
;;;;;;

data oehlert.pr17_1;
 input group $ diam  calcium  ; cards;
       control  2.48             10.41
       control  2.81             11.82
       control  2.73             11.58
       control  2.67             11.14
       control  2.90             12.05
       control  2.45             10.45
       control  2.69             11.39
       control  2.94             12.50
            P1  3.10             12.10
            P1  2.61             10.38
            P1  2.49             10.08
            P1  2.69             10.71
            P1  2.43              9.82
            P1  2.52             10.12
            P1  2.54             10.16
            P1  2.55             10.14
            P2  2.57             10.33
            P2  2.48             10.03
            P2  2.77             11.13
            P2  2.30              8.99
            P2  2.56             10.06
            P2  2.18              8.73
            P2  2.65             10.66
            P2  2.73             11.03
            P3  2.60             10.46
            P3  2.17              8.64
            P3  2.64             10.48
            P3  2.35              9.32
            P3  2.89             11.54
            P3  2.38              9.48
            P3  2.55             10.08
            P3  2.29              9.12
;;;;;;

data oehlert.pr17_4;
 input show $ feel  buy  ; cards;
        drama     5             1
        drama     1             3
        drama     5             1
        drama     5             3
        drama     4             5
        drama     4             3
        drama     5             2
        drama     6             1
        drama     5             5
        drama     3             4
        drama     4             1
       comedy     3             1
       comedy     2             2
       comedy     3             1
       comedy     2             3
       comedy     4             1
       comedy     1             3
       comedy     1             4
       comedy     2             4
       comedy     3             1
       comedy     4             1
       comedy     2             2
;;;;;;

data oehlert.pr18_11;
 input A  B  C  D  E  F  G  H  viscosity  ; cards;
       -1 -1 -1 -1 -1 -1 -1 -1                  26
       -1 -1  1 -1 -1 -1  1 -1                  16
       -1 -1 -1  1 -1 -1  1  1                  12
       -1 -1  1  1 -1 -1 -1  1                  22
       -1 -1 -1 -1  1 -1 -1  1                  29
       -1 -1  1 -1  1 -1  1  1                  30
       -1 -1 -1  1  1 -1  1 -1                  29
       -1 -1  1  1  1 -1 -1 -1                  34
       -1 -1 -1 -1 -1  1  1  1                  32
       -1 -1  1 -1 -1  1 -1  1                  30
       -1 -1 -1  1 -1  1 -1 -1                  27
       -1 -1  1  1 -1  1  1 -1                  35
       -1 -1 -1 -1  1  1  1 -1                  53
       -1 -1  1 -1  1  1 -1 -1                  46
       -1 -1 -1  1  1  1 -1  1                  35
       -1 -1  1  1  1  1  1  1                  42
        1 -1 -1 -1 -1 -1  1  1                   6
        1 -1  1 -1 -1 -1 -1  1                  10
        1 -1 -1  1 -1 -1 -1 -1                  13
        1 -1  1  1 -1 -1  1 -1                  17
        1 -1 -1 -1  1 -1  1 -1                  13
        1 -1  1 -1  1 -1 -1 -1                  17
        1 -1 -1  1  1 -1 -1  1                  16
        1 -1  1  1  1 -1  1  1                  16
        1 -1 -1 -1 -1  1 -1 -1                  19
        1 -1  1 -1 -1  1  1 -1                  18
        1 -1 -1  1 -1  1  1  1                  29
        1 -1  1  1 -1  1 -1  1                  22
        1 -1 -1 -1  1  1 -1  1                  29
        1 -1  1 -1  1  1  1  1                  21
        1 -1 -1  1  1  1  1 -1                  23
        1 -1  1  1  1  1 -1 -1                  27
       -1  1 -1 -1 -1 -1 -1  1                  43
       -1  1  1 -1 -1 -1  1  1                  69
       -1  1 -1  1 -1 -1  1 -1                  45
       -1  1  1  1 -1 -1 -1 -1                  45
       -1  1 -1 -1  1 -1 -1 -1                  54
       -1  1  1 -1  1 -1  1 -1                  54
       -1  1 -1  1  1 -1  1  1                  43
       -1  1  1  1  1 -1 -1  1                  67
       -1  1 -1 -1 -1  1  1 -1                  64
       -1  1  1 -1 -1  1 -1 -1                  57
       -1  1 -1  1 -1  1 -1  1                  50
       -1  1  1  1 -1  1  1  1                  53
       -1  1 -1 -1  1  1  1  1                  74
       -1  1  1 -1  1  1 -1  1                  73
       -1  1 -1  1  1  1 -1 -1                  69
       -1  1  1  1  1  1  1 -1                  69
        1  1 -1 -1 -1 -1  1 -1                  -3
        1  1  1 -1 -1 -1 -1 -1                  -5
        1  1 -1  1 -1 -1 -1  1                 -13
        1  1  1  1 -1 -1  1  1                  -4
        1  1 -1 -1  1 -1  1  1                   4
        1  1  1 -1  1 -1 -1  1                   5
        1  1 -1  1  1 -1 -1 -1                  -2
        1  1  1  1  1 -1  1 -1                  -3
        1  1 -1 -1 -1  1 -1  1                   6
        1  1  1 -1 -1  1  1  1                   6
        1  1 -1  1 -1  1  1 -1                   6
        1  1  1  1 -1  1 -1 -1                   7
        1  1 -1 -1  1  1 -1 -1                   8
        1  1  1 -1  1  1  1 -1                  13
        1  1 -1  1  1  1  1  1                  20
        1  1  1  1  1  1 -1  1                  10
;;;;;;

data oehlert.pr18_4;
 input A  B  C  D  E  F  G  H  J  K  L  M  N  O  P  shrinkage  ; cards;
       -1 -1 -1 -1 -1  1 -1 -1 -1 -1 -1 -1 -1 -1 -1              0.4850
       -1 -1 -1 -1 -1  1 -1  1  1  1  1  1  1  1  1              0.5750
       -1 -1 -1  1  1 -1  1 -1 -1 -1 -1  1  1  1  1              0.0875
       -1 -1 -1  1  1 -1  1  1  1  1  1 -1 -1 -1 -1              0.1750
       -1  1  1 -1 -1 -1  1 -1 -1  1  1 -1 -1  1  1              0.1950
       -1  1  1 -1 -1 -1  1  1  1 -1 -1  1  1 -1 -1              0.1450
       -1  1  1  1  1  1 -1 -1 -1  1  1  1  1 -1 -1              0.2250
       -1  1  1  1  1  1 -1  1  1 -1 -1 -1 -1  1  1              0.1750
        1 -1  1 -1  1  1  1 -1  1 -1  1 -1  1 -1  1              0.1250
        1 -1  1 -1  1  1  1  1 -1  1 -1  1 -1  1 -1              0.1200
        1 -1  1  1 -1 -1 -1 -1  1 -1  1  1 -1  1 -1              0.4550
        1 -1  1  1 -1 -1 -1  1 -1  1 -1 -1  1 -1  1              0.5350
        1  1 -1 -1  1 -1 -1 -1  1  1 -1 -1  1  1 -1              0.1700
        1  1 -1 -1  1 -1 -1  1 -1 -1  1  1 -1 -1  1              0.2750
        1  1 -1  1 -1  1  1 -1  1  1 -1  1 -1 -1  1              0.3425
        1  1 -1  1 -1  1  1  1 -1 -1  1 -1  1  1 -1              0.5825
;;;;;;

data oehlert.pr18_5;
 input A  B  C  D  E  F  G  softness  ; cards;
       -1 -1 -1  1  1  1 -1               25.3
        1 -1 -1 -1 -1  1  1               20.6
       -1  1 -1 -1  1 -1  1               26.7
        1  1 -1  1 -1 -1 -1               23.8
       -1 -1  1  1 -1 -1  1               23.5
        1 -1  1 -1  1 -1 -1               24.0
       -1  1  1 -1 -1  1 -1               23.5
        1  1  1  1  1  1  1               24.2
;;;;;;

data oehlert.pr18_6;
 input A  B  C  D  E  F  G  H  thickness  ; cards;
       -1 -1 -1 -1 -1 -1 -1 -1               14.80
       -1 -1 -1 -1  1  1  1  1               14.86
       -1 -1  1  1 -1  1  1  1               14.00
       -1 -1  1  1  1 -1 -1 -1               13.91
       -1  1 -1  1 -1  1 -1  1               14.14
       -1  1 -1  1  1 -1  1 -1               13.80
       -1  1  1 -1 -1 -1  1 -1               14.73
       -1  1  1 -1  1  1 -1  1               14.89
        1 -1 -1  1 -1 -1  1 -1               13.93
        1 -1 -1  1  1  1 -1  1               14.09
        1 -1  1 -1 -1  1 -1  1               14.79
        1 -1  1 -1  1 -1  1 -1               14.33
        1  1 -1 -1 -1  1  1  1               14.77
        1  1 -1 -1  1 -1 -1 -1               14.88
        1  1  1  1 -1 -1 -1 -1               13.76
        1  1  1  1  1  1  1  1               13.97
;;;;;;

data oehlert.pr18_7;
 input variance  ; cards;
                     3.24
                     0.64
                     1.00
                     2.56
                     1.96
                     1.00
                     1.00
                     2.56
;;;;;;

data oehlert.pr18_8;
 input response  ; cards;
                        6
                       10
                       32
                       60
                        4
                       15
                       25
                       60
                        8
                       12
                       34
                       60
                       16
                        5
                       37
                       52
;;;;;;

data oehlert.pr18_9;
 input A  B  C  D  E  F  G  H  y  ; cards;
       -1 -1 -1 -1 -1 -1 -1 -1        2.50
        1 -1 -1 -1  1  1  1 -1        1.83
       -1  1 -1 -1  1  1 -1  1        1.55
        1  1 -1 -1 -1 -1  1  1        1.12
       -1 -1  1 -1  1 -1  1  1        1.67
        1 -1  1 -1 -1  1 -1  1        2.79
       -1  1  1 -1 -1  1  1 -1        1.15
        1  1  1 -1  1 -1 -1 -1        1.55
       -1 -1 -1  1 -1  1  1  1        2.95
        1 -1 -1  1  1 -1 -1  1        9.41
       -1  1 -1  1  1 -1  1 -1        1.38
        1  1 -1  1 -1  1 -1 -1        2.14
       -1 -1  1  1  1  1 -1 -1        7.48
        1 -1  1  1 -1 -1  1 -1        3.13
       -1  1  1  1 -1 -1 -1  1        2.48
        1  1  1  1  1  1  1  1        2.00
       -1 -1 -1 -1 -1 -1 -1 -1        2.85
        1 -1 -1 -1  1  1  1 -1        1.87
       -1  1 -1 -1  1  1 -1  1        1.56
        1  1 -1 -1 -1 -1  1  1        1.14
       -1 -1  1 -1  1 -1  1  1        1.65
        1 -1  1 -1 -1  1 -1  1        2.75
       -1  1  1 -1 -1  1  1 -1        1.19
        1  1  1 -1  1 -1 -1 -1        1.52
       -1 -1 -1  1 -1  1  1  1        4.05
        1 -1 -1  1  1 -1 -1  1        4.37
       -1  1 -1  1  1 -1  1 -1        1.88
        1  1 -1  1 -1  1 -1 -1        2.79
       -1 -1  1  1  1  1 -1 -1        5.79
        1 -1  1  1 -1 -1  1 -1        1.98
       -1  1  1  1 -1 -1 -1  1        1.87
        1  1  1  1  1  1  1  1        1.42
       -1 -1 -1 -1 -1 -1 -1 -1        2.80
        1 -1 -1 -1  1  1  1 -1        1.87
       -1  1 -1 -1  1  1 -1  1        1.64
        1  1 -1 -1 -1 -1  1  1        1.23
       -1 -1  1 -1  1 -1  1  1        1.83
        1 -1  1 -1 -1  1 -1  1        2.95
       -1  1  1 -1 -1  1  1 -1        1.18
        1  1  1 -1  1 -1 -1 -1        1.62
       -1 -1 -1  1 -1  1  1  1        2.73
        1 -1 -1  1  1 -1 -1  1        5.06
       -1  1 -1  1  1 -1  1 -1        2.05
        1  1 -1  1 -1  1 -1 -1        2.65
       -1 -1  1  1  1  1 -1 -1        3.55
        1 -1  1  1 -1 -1  1 -1        2.24
       -1  1  1  1 -1 -1 -1  1        2.92
        1  1  1  1  1  1  1  1        1.36
       -1 -1 -1 -1 -1 -1 -1 -1        2.92
        1 -1 -1 -1  1  1  1 -1        1.70
       -1  1 -1 -1  1  1 -1  1        1.56
        1  1 -1 -1 -1 -1  1  1        1.18
       -1 -1  1 -1  1 -1  1  1        1.89
        1 -1  1 -1 -1  1 -1  1        3.18
       -1  1  1 -1 -1  1  1 -1        1.16
        1  1  1 -1  1 -1 -1 -1        1.66
       -1 -1 -1  1 -1  1  1  1        2.13
        1 -1 -1  1  1 -1 -1  1        4.20
       -1  1 -1  1  1 -1  1 -1        1.54
        1  1 -1  1 -1  1 -1 -1        1.85
       -1 -1  1  1  1  1 -1 -1       13.63
        1 -1  1  1 -1 -1  1 -1        3.14
       -1  1  1  1 -1 -1 -1  1        2.21
        1  1  1  1  1  1  1  1        1.23
;;;;;;

data oehlert.pr19_1;
 input binder  oxidizer   fuel  elasticity  ; cards;
        1.0000    0.0000 0.0000                 2350
        0.0000    1.0000 0.0000                 2450
        0.0000    0.0000 1.0000                 2650
        0.5000    0.5000 0.0000                 2400
        0.5000    0.0000 0.5000                 2750
        0.0000    0.5000 0.5000                 2950
        0.3333    0.3333 0.3333                 3000
        0.6667    0.1667 0.1667                 2690
        0.1667    0.6667 0.1667                 2770
        0.1667    0.1667 0.6667                 2980
;;;;;;

data oehlert.pr19_2;
 input day $  x1   x2   x3   x4  volume  ; cards;
           1 0.00 0.25 0.00 0.75              403
           2 0.00 0.75 0.00 0.25              423
           1 0.25 0.00 0.75 0.00              425
           2 0.25 0.00 0.75 0.00              417
           1 0.00 0.75 0.00 0.25              442
           2 0.00 0.25 0.00 0.75              388
           1 0.75 0.00 0.25 0.00              433
           2 0.75 0.00 0.25 0.00              407
           1 0.00 0.75 0.25 0.00              445
           2 0.00 0.00 0.25 0.75              338
           1 0.25 0.00 0.00 0.75              435
           2 0.25 0.75 0.00 0.00              435
           1 0.00 0.00 0.75 0.25              385
           2 0.00 0.25 0.75 0.00              379
           1 0.75 0.25 0.00 0.00              425
           2 0.75 0.00 0.00 0.25              406
           1 0.25 0.25 0.25 0.25              433
           2 0.25 0.25 0.25 0.25              439
;;;;;;

data oehlert.pr19_3;
 input load  speed  advance  ratio  recycle  block $ emissions  ; cards;
          -1     -1        0      0        0       1                  81
           1     -1        0      0        0       1                 148
          -1      1        0      0        0       1                 348
           1      1        0      0        0       1                 530
           0      0       -1     -1        0       1                1906
           0      0        1     -1        0       1                1717
           0      0       -1      1        0       1                  91
           0      0        1      1        0       1                  42
           0     -1        0      0       -1       1                  86
           0      1        0      0       -1       1                 435
           0     -1        0      0        1       1                  93
           0      1        0      0        1       1                 474
          -1      0       -1      0        0       1                 224
           1      0       -1      0        0       1                 346
          -1      0        1      0        0       1                 147
           1      0        1      0        0       1                 287
           0      0        0     -1       -1       1                1743
           0      0        0      1       -1       1                  46
           0      0        0     -1        1       1                1767
           0      0        0      1        1       1                  73
           0      0        0      0        0       1                 195
           0      0        0      0        0       1                 233
           0      0        0      0        0       1                 236
           0     -1       -1      0        0       2                 100
           0      1       -1      0        0       2                 559
           0     -1        1      0        0       2                 118
           0      1        1      0        0       2                 406
          -1      0        0     -1        0       2                1255
           1      0        0     -1        0       2                2513
          -1      0        0      1        0       2                  53
           1      0        0      1        0       2                  54
           0      0       -1      0       -1       2                 270
           0      0        1      0       -1       2                 277
           0      0       -1      0        1       2                 303
           0      0        1      0        1       2                 213
          -1      0        0      0       -1       2                 171
           1      0        0      0       -1       2                 344
          -1      0        0      0        1       2                 180
           1      0        0      0        1       2                 280
           0     -1        0     -1        0       2                 548
           0      1        0     -1        0       2                3046
           0     -1        0      1        0       2                  13
           0      1        0      1        0       2                 123
           0      0        0      0        0       2                 228
           0      0        0      0        0       2                 201
           0      0        0      0        0       2                 238
;;;;;;

data oehlert.pr19_5;
 input day  time  temp  strength  ; cards;
          1    -1    -1               1226
          1     0    -1               1898
          1     2    -1               2142
          1    -1     0               1472
          1     0     0               2010
          1     0     0               1882
          1     0     0               1915
          1     0     0               2106
          1     2     0               2352
          1    -1     1               1491
          1     0     1               2078
          1     2     1               2531
          2    -1    -1               1213
          2     0    -1               1961
          2     2    -1               2184
          2    -1     0               1606
          2     0     0               2450
          2     0     0               2355
          2     0     0               2420
          2     0     0               2240
          2     2     0               2298
          2    -1     1               2298
          2     0     1               2531
          2     2     1               2609
;;;;;;