The Statistical Analysis of Recurrent Events / Edition 1

The Statistical Analysis of Recurrent Events / Edition 1

by Richard J. Cook, Jerald Lawless
     
 

ISBN-10: 0387698094

ISBN-13: 9780387698090

Pub. Date: 08/02/2007

Publisher: Springer New York

This book presents models and statistical methods for the analysis of recurrent event data. The authors provide broad, detailed coverage of the major approaches to analysis, while emphasizing the modeling assumptions that they are based on. More general intensity-based models are also considered, as well as simpler models that focus on rate or mean functions.

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Overview

This book presents models and statistical methods for the analysis of recurrent event data. The authors provide broad, detailed coverage of the major approaches to analysis, while emphasizing the modeling assumptions that they are based on. More general intensity-based models are also considered, as well as simpler models that focus on rate or mean functions. Parametric, nonparametric and semiparametric methodologies are all covered, with procedures for estimation, testing and model checking.

Product Details

ISBN-13:
9780387698090
Publisher:
Springer New York
Publication date:
08/02/2007
Series:
Statistics for Biology and Health Series
Edition description:
2007
Pages:
404
Product dimensions:
6.10(w) x 9.25(h) x 0.04(d)

Table of Contents

Models and Frameworks for Analysis of Recurrent Events.- Methods Based on Counts and Rate Functions.- Analysis of Gap Times.- General Intensity-Based Models.- Multitype Recurrent Events.- Observation Schemes Giving Incomplete or Selective Data.- OtherTopics.

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