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Read book description Modeling Survival Data: Extending the Cox Model (Statistics for Biology and Health)
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Modeling Survival Data: Extending the Cox Model (Statistics for Biology and Health)
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Modeling Survival Data: Extending the Cox Model (Statistics for Biology and Health)


Authors: Terry M. Therneau, Patricia M. Grambsch
Manufacturer: Springer
Keywords: Biology, interaction guide
ISBN: 0387987843

Book description
This is a book for statistical practitioners, particularly those who design and analyze studies for survival and event history data. Its goal is to extend the toolkit beyond the basic triad provided by most statistical packages: the Kaplan-Meier estimator, log-rank test, and Cox regression model. Building on recent developments motivated by counting process and martingale theory, it shows the reader how to extend the Cox model to analyse multiple/correlated event data using marginal and random effects (frailty) models. It covers the use of residuals and diagnostic plots to identify influential or outlying observations, assess proportional hazards and examine other aspects of goodness of fit.

Book review: Great coverage of extensions to important models
Terry Therneau is a research statistician at the Mayo Clinic and Patricia Grambsch is a Professor of Biostatistics at the University of Minnesota. The Cox proportional hazards model has been one of… I agree with previous reviewers, and only wish to nudge the book's rating closer to the five stars that it amply deserves. Andersen et al. (1991) - all 700+ pages of it - is always a good book to…

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