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The Cox model and its applications

Author: M S Nikulin; Hong-Dar Isaac Wu
Publisher: Berlin : Springer, 2016.
Series: SpringerBriefs in statistics.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book will be of interest to readers active in the fields of survival analysis, genetics, ecology, biology, demography, reliability and quality control. Since Sir David Cox's pioneering work in 1972, the proportional hazards model has become the most important model in survival analysis. The success of the Cox model stimulated further studies in semiparametric and nonparametric theories, counting process models,  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: M S Nikulin; Hong-Dar Isaac Wu
ISBN: 9783662493328 3662493322 3662493314 9783662493311
OCLC Number: 946724629
Description: 1 online resource (xiii, 124 pages) : illustrations (some color).
Contents: Introduction: Several Classical Data Examples for Survival Analysis --
Elements of Survival Analysis --
The Cox Proportional Hazards Model --
The AFT, GPH, LT, Frailty, and GLPH Models --
Cross-effect Models of Survival Functions --
The Simple Cross-effect Model --
Goodness-of-Fit for the Cox Model --
Remarks on Computations in Parametric and Semiparametric Estimation --
Cox Model for Degradation and Failure Time Data --
References --
Index.
Series Title: SpringerBriefs in statistics.
Responsibility: Mikhail Nikulin, Hong-Dar Isaac Wu.

Abstract:

This book will be of interest to readers active in the fields of survival analysis, genetics, ecology, biology, demography, reliability and quality control.Since Sir David Cox's pioneering work in  Read more...

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"This book discusses some important parametric models as well as several semiparametric regression models. ... The book is primarily aimed at students, biostatisticians, and researchers who are Read more...

 
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