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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...
| Call Number: | Libro Electrónico |
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| Main Author: | |
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
New York, NY :
Springer New York : Imprint: Springer,
2008.
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| Edition: | 1st ed. 2008. |
| Series: | Statistics for Biology and Health,
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| Subjects: | |
| Online Access: | Texto Completo |
Table of Contents:
- 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.