Books  Data Analysis & Modelling  Data Analysis & Statistics 

Modeling Survival Data: Extending the Cox Model

Handbook / Manual

By: Terry M Therneau and Patricia M Grambsch

350 pages, 80 illus

Springer-Verlag

Hardback | Dec 2000 | #159467 | ISBN: 0387987843
Availability: Usually dispatched within 1 week Details
NHBS Price: £123.00 $159/€135 approx

About this book

Extending the Cox Model is aimed at researchers, practitioners, and graduate students who have some exposure to traditional methods of survival analysis. The emphasis is on semiparametric methods based on the proportional hazards model. The inclusion of examples with SAS and S-PLUS code will make the book accessible to most working statisticians.


Contents

Introduction.- Estimating the Survival and Hazard Functions.- The Cox Model.- Residuals.- Functional Form.- Testing Proportional Hazards.- Influence.- Multiple Events per Subject.- Frailty Models.- Expected Survival.


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