Dynamic Regression Models for Survival Data

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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.

Author(s): Torben Martinussen, Thomas H. Scheike
Series: Statistics for Biology and Health
Edition: Softcover reprint of hardcover 1st ed. 2006
Publisher: Springer
Year: 2005

Language: English
Pages: 450
Tags: Математика;Теория вероятностей и математическая статистика;Математическая статистика;Прикладная математическая статистика;Анализ выживаемости;