Proportional Hazards Regression

Statistics for Biology and Health

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Bibliografische Daten
ISBN/EAN: 9780387251486
Sprache: Englisch
Umfang: xviii, 542 S., 41 s/w Illustr., 542 p. 41 illus.
Format (T/L/B): 3 x 24 x 16.3 cm
Auflage: 1. Auflage 2008
Einband: gebundenes Buch

Beschreibung

InhaltsangabeIntroduction.- Background: probability.- Background: inference.- Background: survival analysis.- Marginal survival.- Regression models and subject heterogeneity.- Estimating equations.- Inference: functions of the Brownian motion.- Inference: likelihood.- Inference: counting processes.- Inference: small samples.- Inference: changepoint models.- Explained variation.- Explained randomness.- Survival given covariates.- Proofs of theorems, lemmas and corollaries.

Autorenportrait

InhaltsangabeBackground: Probability.- Background: General inference.- Background: Survival analysis.- Marginal survival.- Regression models and subject heterogeneity.- Inference: Estimating equations.- Inference: Functions of Brownian motion.- Inference: Likelihood.- Inference: Stochastic integrals.- Inference: Small samples.- Inference: Changepoint models.- Explained variation.- Explained randomness.- Survival given covariates.- Proofs of theorems, lemmas and corollaries.

Leseprobe

Leseprobe

Inhalt

Introduction.- Background: probability.- Background: inference.- Background: survival analysis.- Marginal survival.- Regression models and subject heterogeneity.- Estimating equations.- Inference: functions of the Brownian motion.- Inference: likelihood.- Inference: counting processes.- Inference: small samples.- Inference: changepoint models.- Explained variation.- Explained randomness.- Survival given covariates.- Proofs of theorems, lemmas and corollaries.