Modeling Survival Data: Extending the Cox Model
ISBN-13:
9781441931610
Veröffentl:
2010
Einband:
Paperback
Erscheinungsdatum:
01.12.2010
Seiten:
368
Autor:
Patricia M. Grambsch
Gewicht:
559 g
Format:
234x156x20 mm
Serie:
Statistics for Biology and Health
Sprache:
Englisch
Beschreibung:
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.
Includes supplementary material: sn.pub/extras
Estimating the Survival and Hazard Functions.- The Cox Model.- Residuals.- Functional Form.- Testing Proportional Hazards.- Influence.- Multiple Events per Subject.- Frailty Models.- Expected Survival.