https://bbs.pinggu.org/thread-848473-1-1.html
这还有一本，请同学自行斟酌选择
学习logistic 回归不可多得的一本好书，总共709页
而且此书的编排也很有特色，左边是计量回归结果，右边是对模型的详细解释，





Contents
Preface xiii
Acknowledgements xvii
Chapter 1 Introduction to Logistic Regression 1
Introduction 2
Abbreviated Outline 2
Objectives 3
Presentation 4
Detailed Outline 29
Key Formulae 32
Practice Exercises 32
Test 34
Answers to Practice Exercises 37
Chapter 2 Important Special Cases of the Logistic
Model 41
Introduction 42
Abbreviated Outline 42
Objectives 43
Presentation 45
Detailed Outline 65
Practice Exercises 67
Test 69
Answers to Practice Exercises 71
Chapter 3 Computing the Odds Ratio in Logistic
Regression 73
Introduction 74
Abbreviated Outline 74
Objectives 75
Presentation 76
Detailed Outline 92
Practice Exercises 96
Test 98
Answers to Practice Exercises 101
Chapter 4 Maximum Likelihood Techniques:
An Overview 103
Introduction 104
Abbreviated Outline 104
Objectives 105
Presentation 106
Detailed Outline 122
Practice Exercises 124
Test 124
Answers to Practice Exercises 127
Chapter 5 Statistical Inferences Using Maximum
Likelihood Techniques 129
Introduction 130
Abbreviated Outline 130
Objectives 131
Presentation 132
Detailed Outline 154
Practice Exercises 156
Test 159
Answers to Practice Exercises 162
Chapter 6 Modeling Strategy Guidelines 165
Introduction 166
Abbreviated Outline 166
Objectives 167
Presentation 168
Detailed Outline 194
Practice Exercises 197
Test 198
Answers to Practice Exercises 201
Chapter 7 Modeling Strategy for Assessing Interaction
and Confounding 203
Introduction 204
Abbreviated Outline 204
Objectives 205
Presentation 206
Detailed Outline 233
Practice Exercises 234
Test 236
Answers to Practice Exercises 237
Chapter 8 Additional Modeling Strategy Issues 241
Introduction 242
Abbreviated Outline 242
Objectives 243
Presentation 244
Detailed Outline 286
Practice Exercises 289
Test 293
Answers to Practice Exercises 298
Chapter 9 Assessing Goodness of Fit for Logistic
Regression 301
Introduction 302
Abbreviated Outline 302
Objectives 303
Presentation 304
Detailed Outline 329
Practice Exercises 334
Test 338
Answers to Practice Exercises 342
Chapter 10 Assessing Discriminatory Performance
of a Binary Logistic Model: ROC Curves 345
Introduction 346
Abbreviated Outline 346
Objectives 347
Presentation 348
Detailed Outline 373
Practice Exercises 377
Test 380
Answers to Practice Exercises 386
Chapter 11 Analysis of Matched Data Using Logistic
Regression 389
Introduction 390
Abbreviated Outline 390
Objectives 391
Presentation 392
Detailed Outline 415
Practice Exercises 420
Test 424
Answers to Practice Exercises 426
Chapter 12 Polytomous Logistic Regression 429
Introduction 430
Abbreviated Outline 430
Objectives 431
Presentation 432
Detailed Outline 455
Practice Exercises 458
Test 460
Answers to Practice Exercises 461
Chapter 13 Ordinal Logistic Regression 463
Introduction 464
Abbreviated Outline 464
Objectives 465
Presentation 466
Detailed Outline 482
Practice Exercises 485
Test 487
Answers to Practice Exercises 488
Chapter 14 Logistic Regression for Correlated Data:
GEE 489
Introduction 490
Abbreviated Outline 490
Objectives 491
Presentation 492
Detailed Outline 529
Practice Exercises 536
Test 537
Answers to Practice Exercises 538
Chapter 15 GEE Examples 539
Introduction 540
Abbreviated Outline 540
Objectives 541
Presentation 542
Detailed Outline 558
Practice Exercises 559
Test 562
Answers to Practice Exercises 564
Chapter 16 Other Approaches for Analysis of Correlated
Data 567
Introduction 568
Abbreviated Outline 568
Objectives 569
Presentation 570
Detailed Outline 589
Practice Exercises 591
Test 595
Answers to Practice Exercises 597
Appendix Computer Programs for Logistic
Regression 599
Datasets 599
SAS 602
SPSS 635
STATA 648
Test Answers 667
Bibliography 691
Index 695