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Modelling survival data in medical research

โœ Scribed by Collett, D


Publisher
CRC Press
Year
2015
Tongue
English
Leaves
538
Series
Texts in statistical science
Edition
Third edition
Category
Library

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โœฆ Synopsis


Modelling Survival Data in Medical Research describes the modelling approach to the analysis of survival data using a wide range of examples from biomedical research. Well known for its nontechnical style, this third edition contains new chapters on frailty models and their applications, competing risks, non-proportional hazards, and dependent censoring. It also describes techniques for modelling the occurrence of multiple events and event history analysis. Earlier chapters are now expanded to include new material on a number of topics, including measures of predictive ability and flexible para.;Chapter 1: Survival analysis -- Chapter 2: Some non-parametric procedures -- Chapter 3: The Cox regression model -- Chapter 4: Model checking in the Cox regression model -- Chapter 5: Parametric proportional hazards models -- Chapter 6: Accelerated failure time and other parametric models -- Chapter 7: Model checking in parametric models -- Chapter 8: Time-dependent variables -- Chapter 9: Interval-censored survival data -- Chapter 10: Frailty models -- Chapter 11: Non-proportional hazards and institutional comparisons -- Chapter 12: Competing risks -- Chapter 13: Multiple events and event history modelling -- Chapter 14: Dependent censoring -- Chapter 15: Sample size requirements for a survival study -- Appendix A: Maximum likelihood estimation -- Appendix B: Additional data sets -- Bibliography.

โœฆ Table of Contents


Front Cover......Page 1
Contents......Page 8
Preface......Page 16
Chapter 1: Survival analysis......Page 18
Chapter 2: Some non-parametric procedures......Page 34
Chapter 3: The Cox regression model......Page 74
Chapter 4: Model checking in the Cox regression model......Page 148
Chapter 5: Parametric proportional hazards models......Page 188
Chapter 6: Accelerated failure time and other parametric models......Page 238
Chapter 7: Model checking in parametric models......Page 292
Chapter 8: Time-dependent variables......Page 312
Chapter 9: Interval-censored survival data......Page 336
Chapter 10: Frailty models......Page 362
Chapter 11: Non-proportional hazards and institutional comparisons......Page 398
Chapter 12: Competing risks......Page 422
Chapter 13: Multiple events and event history modelling......Page 446
Chapter 14: Dependent censoring......Page 474
Chapter 15: Sample size requirements for a survival study......Page 488
Appendix A: Maximum likelihood estimation......Page 504
Appendix B: Additional data sets......Page 508
Bibliography......Page 516
Back Cover......Page 538

โœฆ Subjects


Clinical trials--Statistical methods;Proportional Hazards Models;Research Design;Software;Survival Analysis;Survival analysis (Biometry);Electronic books;Clinical trials -- Statistical methods


๐Ÿ“œ SIMILAR VOLUMES


Modelling Survival Data in Medical Resea
โœ David Collett ๐Ÿ“‚ Library ๐Ÿ“… 2003 ๐Ÿ› Chapman and Hall/CRC ๐ŸŒ English

Critically acclaimed and resoundingly popular in its first edition, Modelling Survival Data in Medical Research has been thoroughly revised and updated to reflect the many developments and advances--particularly in software--made in the field over the last 10 years. Now, more than ever, it provides

Modelling Survival Data in Medical Resea
โœ David Collett; Alan Kimber ๐Ÿ“‚ Library ๐Ÿ“… 2013 ๐Ÿ› CRC Press ๐ŸŒ English

<strong>Modelling Survival Data in Medical Research</strong>describes the modelling approach to the analysis of survival data using a wide range of examples from biomedical research.<br /><br /><br /><br />Well known for its nontechnical style, this third edition contains new chapters on frailty mod

Modelling Survival Data in Medical Resea
โœ David Collett ๐Ÿ“‚ Library ๐Ÿ“… 2023 ๐Ÿ› CRC Press/Chapman & Hall ๐ŸŒ English

<p><span>Modelling Survival Data in Medical Research, Fourth Edition, </span><span>describes the analysis of survival data, illustrated using a wide range of examples from biomedical research. Written in a non-technical style, it concentrates on how the techniques are used in practice. Starting with

Modelling Survival Data in Medical Resea
โœ David Collett ๐Ÿ“‚ Library ๐Ÿ“… 2003 ๐Ÿ› Chapman & Hall/CRC ๐ŸŒ English

<P>Critically acclaimed and resoundingly popular in its first edition, <STRONG>Modelling Survival Data in Medical Research</STRONG> has been thoroughly revised and updated to reflect the many developments and advances--particularly in software--made in the field over the last 10 years. Now, more tha

Modelling Survival Data in Medical Resea
โœ David Collett ๐Ÿ“‚ Library ๐Ÿ› Chapman and Hall/CRC ๐ŸŒ English

<p><span>Modelling Survival Data in Medical Research, Fourth Edition, </span><span>describes the analysis of survival data, illustrated using a wide range of examples from biomedical research. Written in a non-technical style, it concentrates on how the techniques are used in practice. Starting with