%PDF-1.4 % 1 0 obj << /S /GoTo /D (section.1) >> endobj 4 0 obj (Introduction) endobj 5 0 obj << /S /GoTo /D (subsection.1.1) >> endobj 8 0 obj (Model selection criteria and their possibly conflicting properties) endobj 9 0 obj << /S /GoTo /D (subsection.1.2) >> endobj 12 0 obj (Model selection: A gap between theory and practice) endobj 13 0 obj << /S /GoTo /D (section.2) >> endobj 16 0 obj (Setup of the regression problem) endobj 17 0 obj << /S /GoTo /D (section.3) >> endobj 20 0 obj (Main Theorems) endobj 21 0 obj << /S /GoTo /D (subsection.3.1) >> endobj 24 0 obj (Parametric Scenarios) endobj 25 0 obj << /S /GoTo /D (subsection.3.2) >> endobj 28 0 obj (Nonparametric Scenarios) endobj 29 0 obj << /S /GoTo /D (subsection.3.3) >> endobj 32 0 obj (PI separates parametric and nonparametric scenarios) endobj 33 0 obj << /S /GoTo /D (subsection.3.4) >> endobj 36 0 obj (Examples) endobj 37 0 obj << /S /GoTo /D (subsection.3.5) >> endobj 40 0 obj (On the choice of n and d) endobj 41 0 obj << /S /GoTo /D (subsection.3.6) >> endobj 44 0 obj (Combining strengths of AIC and BIC) endobj 45 0 obj << /S /GoTo /D (section.4) >> endobj 48 0 obj (PI as a model selection diagnostic measure, i.e., Practical Identifiability of the best model) endobj 49 0 obj << /S /GoTo /D (section.5) >> endobj 52 0 obj (Simulation Results) endobj 53 0 obj << /S /GoTo /D (subsection.5.1) >> endobj 56 0 obj (Single predictor) endobj 57 0 obj << /S /GoTo /D (subsection.5.2) >> endobj 60 0 obj (Multiple predictors) endobj 61 0 obj << /S /GoTo /D (section.6) >> endobj 64 0 obj (Real Data Examples) endobj 65 0 obj << /S /GoTo /D (section.7) >> endobj 68 0 obj (Conclusions) endobj 69 0 obj << /S /GoTo /D (section*.9) >> endobj 72 0 obj (Acknowledgments) endobj 73 0 obj << /S /GoTo /D (section*.11) >> endobj 76 0 obj (Supplementary Material) endobj 77 0 obj << /S /GoTo /D (section*.13) >> endobj 80 0 obj (References) endobj 81 0 obj << /S /GoTo /D (section*.15) >> endobj 84 0 obj (Author's addresses) endobj 85 0 obj << /S /GoTo /D [86 0 R /Fit ] >> endobj 95 0 obj << /Length 2684 /Filter /FlateDecode >> stream xڍYYs8~RUMfaN)gc'{*3`H @>@Tݸ>>@B׳ _.ίK23a( 2 Dzٿwm,-jHo(&.fQZ[j}}x:.ע,zד? #h;nC ?:X=Da)h<("-