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AuthorTherneau, Terry M. author
TitleModeling Survival Data: Extending the Cox Model [electronic resource] / by Terry M. Therneau, Patricia M. Grambsch
ImprintNew York, NY : Springer New York : Imprint: Springer, 2000
Connect tohttp://dx.doi.org/10.1007/978-1-4757-3294-8
Descript XIV, 350 p. online resource

SUMMARY

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


CONTENT

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


Mathematics Mathematical models Probabilities Statistics Mathematics Probability Theory and Stochastic Processes Statistics for Life Sciences Medicine Health Sciences Mathematical Modeling and Industrial Mathematics



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