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...
| Κύριος συγγραφέας: | |
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| Συγγραφή απο Οργανισμό/Αρχή: | |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
New York, NY :
Springer New York,
2008.
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| Σειρά: | Statistics for Biology and Health,
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| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.
