Proportional Hazards Regression
The place in survival analysis now occupied by proportional hazards models and their generalizations is so large that it is no longer conceivable to offer a course on the subject without devoting at least half of the content to this topic alone. This book focuses on the theory and applications of a...
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| Autor principal: | |
|---|---|
| Formato: | Livre numérique |
| Idioma: | Anglais |
| Publicado em: |
New York, NY :
Springer New York
2008.
Cham : Springer Nature |
| Colecção: | Statistics for Biology and Health
|
| Assuntos: | |
| Acesso em linha: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Proportional Hazards Regression, Texte imprimé, 9780387251486 • Functional analysis, I, Linear functional analysis, N.K. Nikol'skij (ed.), 1992, Berlin [etc.], Springer, 1 vol. (283 p.), Encyclopaedia of mathematical sciences, 0-387-50584-9 • Proportional hazards regression, John O'Quigley, New York, Springer, 2008, 1 vol. (XVII-542 p.), Statistics for biology and health, 0-387-25148-0 |
Sumário:
- Background: 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.