生存分析自学教材PDF电子书下载

电子书积分：17 积分如何计算积分？
作者：DavidG.Kleinbaum著
出版社：北京/西安：世界图书出版公司
出版年份：2011
ISBN：9787510037535
页数：591 页

图书介绍：本书是《生存分析自学教程》原版的扩展版本，是第二版。适于医学以及生命科学专业的科研人员和统计学者，也可作为统计专业的标准生存分析初级教程。第二版延续了第一版的风格，在内容上进行了扩展，并且增加了三章新的内容讲述更高级的内容，参数模型；循环事件和竞争风险。最后一部分附录讲述计算机在生存分析中的作用。目次:生存分析导论；Kaplan-Meier生存曲线和Log-Rank测试；Cox比例风险模型及其特征；评估比例风险假设；层化的Cox程序；依赖时间变量的Cox比例风险模型扩展；参数生存模型；循环事件生存分析；竞争风险生存分析。附录，计算机模拟生存分析。

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《生存分析自学教材》目录

标签：自学生存教材分析

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

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