Survival Analysis A Self-Learning Text / by David G. Kleinbaum, Mitchel Klein


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Chapter 1 Introduction to Survival Analysis      1

Introduction   2
Abbreviated Outline   2
Objectives   3
Presentation   4
Detailed Outline   34
Practice Exercises   38
Test   40
Answers to Practice Exercises   42
Chapter 2 Kaplan–Meier Survival Curves and the
Log–Rank Test      45
Introduction   46
Abbreviated Outline   46
Objectives   47
Presentation   48
Detailed Outline   70
Practice Exercises   73
Test   77
Answers to Practice Exercises   79
Appendix: Matrix Formula for the Log–Rank Statistic
for Several Groups   82
Chapter 3 The Cox Proportional Hazards Model and Its
Characteristics      83
Introduction   84
Abbreviated Outline   84
Objectives   85
Presentation   86
Detailed Outline   117
Practice Exercises   119
Test   123
Answers to Practice Exercises   127

Chapter 4 Evaluating the Proportional Hazards
Assumption      131
Introduction   132
Abbreviated Outline   132
Objectives   133
Presentation   134
Detailed Outline   158
Practice Exercises   161
Test   164
Answers to Practice Exercises   167
Chapter 5 The Stratified Cox Procedure      173
Introduction   174
Abbreviated Outline   174
Objectives   175
Presentation   176
Detailed Outline   198
Practice Exercises   201
Test   204
Answers to Practice Exercises   207
Chapter 6 Extension of the Cox Proportional Hazards
Model for Time-Dependent Variables      211
Introduction   212
Abbreviated Outline   212
Objectives   213
Presentation   214
Detailed Outline   246
Practice Exercises   249
Test   253
Answers to Practice Exercises   255
Chapter 7 Parametric Survival Models      257
Introduction   258
Abbreviated Outline   258
Objectives   259
Presentation   260
Detailed Outline   313
Practice Exercises   319
Test   324
Answers to Practice Exercises   327

Chapter 8 Recurrent Event Survival Analysis      331
Introduction   332
Abbreviated Outline   332
Objectives   333
Presentation   334
Detailed Outline   371
Practice Exercises   377
Test   381
Answers to Practice Exercises   389
Chapter 9 Competing Risks Survival Analysis      391
Introduction   392
Abbreviated Outline   394
Objectives   395
Presentation   396
Detailed Outline   440
Practice Exercises   447
Test   452
Answers to Practice Exercises   458
Computer Appendix: Survival Analysis on
the Computer       463
A. STATA   465
B. SAS   508
C. SPSS   542
Test Answers       557
References       581
Index       585