Proportional Hazards Regression
He has taught and carried out collaborative research at several of the world's leading departments of mathematics and statistics including the University of Washington, the Fred Hutchinson Cancer ResearchCenter in Seattle, Harvard University, and Lancaster University, UK.
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| Format: | eBook |
| Language: | English |
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New York, NY
Springer New York
2008, 2008
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| Edition: | 1st ed. 2008 |
| Series: | Statistics for Biology and Health
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| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
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