Dynamic Regression Models for Survival Data
Autor: | Torben Martinussen, Thomas H. Scheike |
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EAN: | 9780387339603 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 24.11.2007 |
Kategorie: | |
Schlagworte: | Counting Resampling Statistica cluster counting process permutation tests point process selection sets survival analysis techniques testing time transformation variable |
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This book studies and applies modern flexible regression models for survival data with a special focus on extensions of the Cox model and alternative models with the aim of describing time-varying effects of explanatory variables. Use of the suggested models and methods is illustrated on real data examples, using the R-package timereg developed by the authors, which is applied throughout the book with worked examples for the data sets.