Peihua Qiu's Research Papers

Publications by year: 2012, 2011, 2010, 2009, 2008, 2007, 2002-2006,
1997-2001, 1996 and Earlier

2012 or accepted

• Qiu, P., and Mukherjee, P.S., "Edge structure preserving 3-D image
  denoising by local surface approximation," IEEE Transactions on Pattern
  Analysis and Machine Intelligence, accepted.
  
  

• Mukherjee, P.S., and Qiu, P., "3-D Image Denoising By Local
  Smoothing And Nonparametric Regression," Technometrics,
  53, 2011, 196--208.
  ( pdf file of the paper, Proofs of Theorems, R-packages: ReadMe.txt,
  denoise_1.0.tar.gz, denoiseautothresh_1.0.tar.gz, denoisecv_1.0.tar.gz)
  
  
• Qiu, P., "Jump Regression Analysis," In International Encyclopedia
  of Statistical Sciences (Miodrag Lovric ed.), 702--704, 2011, Springer.
  ( ps file, pdf file)
  
  
• Qiu, P., and Li, Z., "On Nonparametric Statistical Process Control Of
  Univariate Processes," Technometrics, 53, 2011, 390--405.
  ( ps file, pdf file, supplementary file)
  
  
• Qiu, P., and Li, Z., "Distribution-free monitoring of univariate
  processes," Statistics and Probability Letters, 81, 2011, 1833--1840.
  ( ps file, pdf file, supplementary file)
  
  
• Xing, C., and Qiu, P., "Intensity Based Image Registration By
  Nonparametric Local Smoothing," IEEE Transactions on Pattern
  Analysis and Machine Intelligence, 33, 2011, 2081--2092.
  ( ps file, pdf file)
  
  

• Huang, X., and Qiu, P., "Blind Deconvolution For Jump-Preserving
  Curve Estimation," Mathematical Problems in Engineering, 2010, 1--9.
  ( html file)
  
  Note: This is an invited submission to the special issue on
  Nonlinear Time Series: Computations and Applications.
  
  
• Potegal, M., and Qiu, P. (2010), ``Anger in children's tantrums:
  a new quantitative, behaviorally based model,'' In International
  Handbook of Anger (Eds, M. Potegal, G. Stemmler, and
  C. Spielberger), pp. 193--217, New York: Springer.
  ( pdf file)
  
  
• Qiu, P., and Mukherjee, P.S., "Edge Structure Preserving Image
  Denoising," Signal Processing, 90, 2010, 2851--2862.
  ( ps file, pdf file)
  
  
• Qiu, P., and Xing, C. (2010), "Intensity Based Nonparametric Image
  Registration," Proceedings of the 2010 ACM SIGMM International
  Conference on Multimedia Information Retrieval, pp. 221--225,
  Philadelphia, PA.
  ( pdf file)
  
  
• Qiu, P., and Zou, C., "Control Chart For Monitoring Nonparametric
  Profiles With Arbitrary Design," Statistica Sinica, 20,
  2010, 1655--1682.
  ( ps file, pdf file)
  
  
• Qiu, P., Zou, C., and Wang, Z. "Nonparametric Profile Monitoring
  By Mixed Effects Modeling (with discussions)," Technometrics, 52(3),
  2010, 265--277.
  ( ps file, pdf file, pdf file of supplemental materials)
  
  Rejoinder.pdf, Technometrics, 52(3), 2010, 288--293.
  
  

• Chatterjee, S., and Qiu, P., "Distribution-free cumulative sum
  control charts using bootstrap-based control limits," Annals of
  Applied Statistics, 3(1), 2009, 349--369.
  ( pdf file)
  
  
• Cheng, M.Y., Qiu, P., Tan, X., and Tu, D., "Confidence Intervals
  for the First Crossing Point of Two Hazard Functions," Lifetime
  Data Analysis, 15(4), 2009, 441-454.
  
  
• Joo, J., and Qiu, P., "Jump detection in a regression curve and
  its derivative," Technometrics, 51(3), 2009, 289-–305.
  ( ps file, pdf file)
  
  
• Qiu, P., "Jump-preserving surface reconstruction from noisy data,"
  Annals of the Institute of Statistical Mathematics, 61(3), 2009,
  715--751.
  ( ps file, pdf file)
  
  
• Qiu, P., "Image restoration," In Wiley Interdisciplinary Reviews:
  Computational Statistics, 1, 2009, 110--113. John Wiley & Sons.
  ( ps file, pdf file)
  
  
• Qiu, P., and Sun, J., "Using conventional edge detectors and
  post-smoothing for segmentation of spotted microarray images,"
  Journal of Computational and Graphical Statistics,, 18(1), 2009,
  147--164.
  ( ps file, pdf file)
  
  
• Qiu, P., Yang, R., and Potegal, M., "Statistical modeling of
  the time course of tantrum anger," Annals of Applied Statistics,
  3(3), 1013--1034.
  ( ps file, pdf file, R code, an anger dataset)
  
  
• Zhang, B., Su, Z., and Qiu, P., "On Jump Detection In Regression
  Curves Using Local Polynomial Kernel Estimation," Pakistan
  Journal of Statistics, 25(4), 2009, 505-528.
  ( ps file, pdf file)
  
  Note: This is an invited submission to the special issue of the journal
  to celebrate its 25th anniversary.
  
  
• Zou, C., and Qiu, P., "Multivariate Statistical Process Control
  Using LASSO," JASA, 104, 2009, 1586--1596.
  ( ps file, pdf file)
  
  
• Zou, C., Qiu, P., and Hawkins, D., "Nonparametric Control Chart
  for Monitoring Profiles Using Change Point Formulation and
  Adaptive Smoothing," Statistica Sinica, 19, 2009, 1337--1357.
  ( ps file, pdf file)
  
  

• Hall, P., Qiu, P., and Rau, C., "Edge, corners and vertex
  estimation for images and regression surfaces," Scandinavian
  Journal of Statistics, 35(1), 2008, 1--17.
  ( pdf file)
  
  
• Hawkins, D.M., Qiu, P., and Zamba, K.D. (2008), "Change-point
  methods," Encyclopedia of Statistics in Quality and Reliability,
  John Wiley & Sons.
  ( pdf file)
  
  
• Qiu, P., "A nonparametric procedure for blind image deblurring,"
  Computational Statistics and Data Analysis, 52, 2008,
  4828--4841.
  ( ps file, pdf file)
  
  
• Qiu, P., "Distribution-free multivariate process control based
  on log-linear modeling," IIE Transactions (a flagship journal of
  the Institute of Industrial Engineers), 40(7), 2008, 664--677.
  ( ps file, pdf file, R Package "mnspc")
  
  Note: This paper was featured by the article published in the
  Industrial Engineer magazine, 40(7), 2008, 53--54.
  
  
• Qiu, P., Review of Fuzzy Modeling and Fuzzy Control
  by Huaguang Zhang and Derong Liu, Boston: Birkhauser 2006,
  Technometrics, 50, 2008, 408-409.
  
  
• Qiu, P., and Sheng, J., "A two-stage procedure for comparing
  hazard rate functions," JRSS-B, 70(1), 2008, 191--208.
  ( ps file, pdf file)
  
  R package "TSHRC" can be downloaded from the R web page
  under the link "Packages" on the left-hand side of the web page.
  
  
• Qiu, P., and Nguyen, T., "On Image Registration in Magnetic
  Resonance Imaging," IEEE Proceedings of 2008 International
  Conference on BioMedical Engineering and Informatics,
  753-757.
  ( ps file, pdf file)
  
  

• Gijbels, I., Lambert, A., and Qiu, P., "Jump-preserving regression
  and smoothing using local linear fitting: a compromise," Annals
  of the Institute of Statistical Mathematics, 59(2), 2007, 235--272.
  ( pdf file)
  
  
• Hall, P., and Qiu, P., "Blind deconvolution and deblurring
  in image analysis," Statistica Sinica, 17, 2007, 1483--1509.
  ( ps file, pdf file)
  
  
• Hall, P., and Qiu, P., "Nonparametric estimation of a point
  spread function in multivariate problems,'' Annals of Statistics,
  35(4), 2007, 1512-1534.
  ( ps file, pdf file)
  
  
• Liu, K., Qiu, P., and Sheng, J., "Comparing two crossing
  hazard rates by Cox proportional hazards modeling,"
  Statistics in Medicine, 26(2), 2007, 375--391.
  ( pdf file)
  
  
• Qiu, P., "Jump surface estimation, edge detection, and image
  restoration," JASA, 102, 2007, 745--756.
  ( ps file, pdf file)
  
  
• Qiu, P., and Sun, J., "Local smoothing image segmentation for
  spotted microarray images," JASA, 102, 2007, 1129-1144.
  ( ps file, pdf file)
  
  
• Sheng, J., and Qiu, P., "On p-value calculation for multi-stage
  additive tests," Journal of Statistical Computation and Simulation,
  77(12), 2007, 1057-1064.
  ( ps file, pdf file)
  
  
• Sun, J., and Qiu, P., "Jump detection in regression surfaces
  using both first-order and second-order derivatives," Journal of
  Computational and Graphical Statistics, 16(2), 2007, 289--311.
  ( ps file, pdf file)
  
  

• Delaigle, A., Hall, P., and Qiu, P., "Nonparametric methods
  for solving the Berkson error-in-variables problem," JRSS-B,
  68(2), 2006, 201--220.
  ( pdf file)
  
  
• Gijbels, I., Lambert, A., and Qiu, P., "Edge-preserving image
  denoising and estimation of discontinuous surfaces," IEEE
  Transactions on Pattern Analysis and Machine Intelligence
  28(7), 2006, 1075--1087.
  ( pdf file)
  
  
• Hall, P., and Qiu, P., "Discrete transform approach to
  errors-in-variables problems," Biometrika 92(1), 2005,
  135--148.
  ( pdf file)
  
  
• Qiu, P., Discussion in the invited session "Image
  reconstruction, edge detection and feature-tracking,''
  Bulletins of the ISI 55th session, 2005, CD-ROM.
  ( ps file, pdf file)
  
  
• Qiu, P., Review of The Statistical Evaluation of Medical
  Tests for Classification and Prediction by Margaret Sullivan Pepe,
  Oxford University Press,2003, JASA, 100, 2005, page 705.
  
  
• Qiu, P., Review of Generalized Least Squares by
  Takeaki Kariya and Hiroshi Kurata, John Wiley, 2004,
  Technometrics, 47, 2005, page 519.
  
  
• Qiu, P., "The local piecewisely linear kernel smoothing procedure for
  fitting jump regression surfaces," Technometrics 46(1), 2004, 87-98.
  ( ps file, pdf file)
  
  
• Hsu, J.C., Qiu, P., Hin, L.Y., Mutti, D.O., and Zadnik, K., "Multiple
  comparisons with the best ROC curve," In IMS Lecture Notes 47,
  New Developments in Multiple Comparison Procedures,2004, 65-75.
  ( pdf file)
  
  
• Hawkins, D., Qiu, P., and Chang Wook Kang, "The changepoint model
  for statistical process control," Journal of Quality Technology
  35(4), 2003, 355-366.
  ( pdf file)
  
  
• Qiu, P., "A jump-preserving curve fitting procedure based on local
  piecewise-linear kernel estimation",
  Journal of Nonparametric Statistics 15, 2003, 437-453.
  ( ps file, pdf file)
  
  
• Qiu, P., and Hawkins, D., "A nonparametric multivariate CUSUM procedure
  for detecting shifts in all directions," JRSS-D (The Statistician) 52(2),
  2003, 151-164.
  ( ps file, pdf file)
  
  
• Qiu, P., "A nonparametric procedure to detect jumps in regression surfaces,"
  Journal of Computational and Graphical Statistics 11(4), 2002, 799-822.
  ( ps file, pdf file)
  
  
• Qiu, P., "Regression modelling of a physiological parameter affected by both
  intrinsic and extrinsic factors", Biometrical Journal 44(7), 2002, 887-902.
  ( ps file, pdf file)
  
  
• Qiu, P., "Fitting a semiparametric model based on two sources of information,"
  Australian & New Zealand Journal of Statistics 44, 2002, 87-97.
  ( ps file, pdf file)
  
  
• Qiu, P., Review of Statistical Analysis of Microstructures in Materials
  Science by Joachim Ohser and Frank Muecklich, John Wiley & Sons,
  2000, Technometrics, 44(1), 2002, page 86.
  
  

• Qiu, P., and Hawkins, D., "A rank based multivariate CUSUM procedure",
  Technometrics 43, 2001, 120-132.
  ( ps file, pdf file)
  
  
• Qiu, P., and Le, Chap, "ROC curve estimation based on local smoothing",
  Journal of Statistical Computation and Simulation 70, 2001, 55-69.
  ( ps file, pdf file)
  
  
• Qiu, P., Moeschberger, M., Cooke, G., and Goldschmidt-Clermont, P.,
  "Sample size to test for interaction between a specific exposure and a second
  risk factor in a pair-matched case-control study", Statistics in Medicine 19,
  2000, 923-935.
  ( ps file, pdf file, software)
  
  
• Qiu, P., and Tsokos, C.P., "Accelerated life testing model building
  with Box-Cox transformation", Sankhya (Series A) 62, 2000, 223-235.
  ( ps file, pdf file)
  
  
• Qiu, P., "Some recent developments on edge detection and image reconstruction
  based on local smoothing and nonparametric regression", in book Recent
  Research Developments in Pattern Recognition 1, 2000, 41-49.
  ( ps file, pdf file)
  
  
• Qiu, P., Review of Multivariate Image Analysis by Paul Geladi and Hans Grahn,
  1996, John Wiley & Sons, Technometrics 42, 2000, 211-212.
  
  
• Qiu, P., Chappell, R., Obermeyer, W., and Benca, R., "Modelling daily and
  subdaily cycles in rat sleep data", Biometrics 55, 1999, 930-935.
  ( ps file, pdf file, software)
  
  
• Zadnik, K., Mutti, D.O., K., Kim, H., Jones, L.A., Qiu, P., and
  Moeschberger, M.L., "Tonic accommodation, age, and refractive error
  in children", Investigative Ophthalmology & Visual Science 40, 1999, 1050-1060.
  
  
• Zadnik, K., Mutti, D.O., Friedman, N.E., Qualley, P.A., Jones, L.A.,
  Qiu, P., Kim, H., Hsu, J.C., and Moeschberger, M.L., "Ocular
  predictors of the onset of juvenile myopia", Investigative Ophthalmology
  & Visual Science 40, 1999, 1936-1943.
  
  
• Qiu, P., "Comparisons of several local smoothing jump detectors
  in one-dimensional nonparametric regression", The 1999 ASA
  Proceedings of the Statistical Computing Section, 150-155.
  
  
• Qiu, P., "Discontinuous regression surfaces fitting", The Annals of Statistics 26(6),
  1998, 2218-2245.
  ( ps file, pdf file)
  
  
• Qiu, P., and Yandell, B., "A local polynomial jump detection algorithm in
  nonparametric regression",Technometrics 40(2),1998, 141-152.
  ( ps file, pdf file)
  
  
• Qiu, P., and Yandell, B., "Jump detection in regression surfaces", Journal of
  Computational and Graphical Statistics 6(3), 1997, 332-354.
  ( ps file, pdf file)
  
  
• Qiu, P., "Nonparametric estimation of jump surface", Sankhya (Series A) 59(2),
  1997, 268-294.
  ( ps file, pdf file)
  
  

• Qiu, P., and Bhandarkar, S.M., "An edge detection technique using local
  smoothing and statistical hypothesis testing", Pattern Recognition Letters 17,
  1996, 849-872.
  ( ps file, pdf file)
  
  
• Qiu, P., and Yandell, B., "Discontinuity detection in regression surface", The
  1996 ASA Proceedings of the Statistical Computing Section , 85-90.
  
  
• Qiu, P., "Estimation of the number of jumps of the jump regression fuctions",
  Communications in Statistics-Theory and Methods 23, 1994, 2141-2155.
  ( ps file, pdf file)
  
  
• Qiu, P., and Shi, X., "Generalized statistical function method", Acta
  Mathematica Scientia 13, 1993, 421-429.
  
  
• Qiu, P., "Strong consistent estimates of two classes of jump regression
  functions", Chinese Journal of Applied Probability and Statistics 9, 1993,
  116-122.
  
  
• Qiu, P., "Couple regression", Technical Report 92-6, 1992, Department of
  Statistics, University of Georgia.
  
  
• Qiu, P., Asano, C., and Li, X., "Estimation of jump regression function",
  Bulletin of Informatics and Cybernetics 24, 1991, 197-212.
  
  
• Qiu, P., "Estimation of a kind of jump regression functions", Systems
  Science and Mathematical Sciences 4, 1991, 1-13.
  
  
• Qiu, P., and Liu, K., "A new branch of statistics-smoothing spline method",
  Chinese Journal of Applied Probability and Statistics 6, 1990, 96-107.
  
  
• Qiu, P., "Jump regression function and forecasting", Proceedings of the 4th
  Annual Conference of the Japanese Society of Computational Statistics,
  1990, 13-16, Fukuoka, Japan.
  
  

Peihua Qiu's Home Page