The Statistical Analysis of Failure Time Data

John D. Kalbfleisch, Ross L. Prentice

450 pages, parution le 10/10/2002 (2^eme édition)

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Résumé

The area’s benchmark text, completely revised and updated

In the twenty years since publication of the first edition of The Statistical Analysis of Failure Time Data, researchers have produced a library of material on this constantly evolving area. The theoretical underpinnings of established methods have been strengthened, the scope of application has been extended, and counting process methods and related martingale convergence results have led to precise and general asymptotic results. Addressing graduate students, practitioners, and researchers, Jack Kalbfleisch and Ross Prentice update their classic text with these and other current developments in the second edition of The Statistical Analysis of Failure Time Data.

The authors include exercises and examples in each chapter, tying these sophisticated methods to practical applications. The Second Edition develops the dynamics of multivariate failure time data, extends the present material on Markov and semi Markov formulations, and includes an emphasis on left truncation. The final chapter on special topics and examples of data analysis has been completely revised and updated. Other chapters include:

Inference in Parametric Models and Related Topics
Relative Risk (Cox) Regression Models
Competing Risks and Multistate Models
Modeling and Analysis of Recurrent Event Data
Analysis of Correlated Failure Time Data

Contents

Failure Time Models
Inference in Parametric Models and Related Topics
Relative Risk (Cox)Regression Models
Counting Processes and Asymptotic Theory
Likelihood Construction and Further Results
Rank Regression and the Accelerated Failure Time Model
Competing Risks and Multi-State Models
Modeling and Analysis of Recurrent Event Data
Analysis of Correlated Failure Time Data
Additional Failure Time Data Topics
Appendix A: Some Sets of Data
Appendix B: Some Supporting Technical Material
Bibliography
Author Index
Subject Index

Caractéristiques techniques

	PAPIER
Éditeur(s)	Wiley
Auteur(s)	John D. Kalbfleisch, Ross L. Prentice
Parution	10/10/2002
Édition	2^eme édition
Nb. de pages	450
Format	16 x 24
Couverture	Relié
Poids	755g
Intérieur	Noir et Blanc
EAN13	9780471363576
ISBN13	978-0-471-36357-6