The Statistical Analysis of Recurrent Events (Paperback)

Richard J. Cook

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Sprache: Englisch

Verlag: Springer-Verlag New York Inc., New York, NY, 2010

1441924159 / 9781441924155

Serie: Buch 23 von 69 - Statistics for Biology and Health

  • Erstausgabe
  • Softcover
  • Neu
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Paperback. Recurrent event data arise in diverse fields such as medicine, public health, insurance, social science, economics, manufacturing and reliability. The purpose of this book is to present models and statistical methods for the analysis of recurrent event data. No single comprehensive treatment of these areas currently exists. The authors provide broad but detailed coverage of the major approaches to analysis, while also emphasizing the modeling assumptions that they are based on. Thus, they consider important models such as Poisson and renewal processes, with extensions to incorporate covariates or random effects.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 clear descriptions of procedures for estimation, testing and model checking. Important practical topics such as observation schemes and selection of individuals for study, the planning of randomized experiments, events of several types, and the prediction of future events are considered.Methods of modeling and analysis are illustrated through many examples taken from health research and industry. The objectives and interpretations of different analyses are discussed in detail, and issues of robustness are addressed. Statistical analysis of the examples is carried out with S-PLUS software and code is given for some examples.This book is directed at graduate students, researchers, and applied statisticians working in industry, government or academia. Some familiarity with survival analysis is beneficial since survival software is used to carry out many of the analyses considered. This book can be used as a textbook for a graduate course on the analysis of recurrent events or as a reference for a more general course on event history analysis. Problems are given at the end of chapters to reinforce the material presented and to provide additional background or extensions to certain topics. Important practical topics such as observation schemes and selection of individuals for study, the planning of randomized experiments, events of several types, and the prediction of future events are considered.Methods of modeling and analysis are illustrated through many examples taken from health research and industry. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…

Bestandsnummer des Verkäufers 9781441924155

Titel
The Statistical Analysis of Recurrent Events (Paperback)
Autor
Richard J. Cook
Verlag
Springer-Verlag New York Inc., New York, NY
Erscheinungsjahr
2010
Zustand
new
Einband
Paperback
Sprache
Englisch
ISBN-10
1441924159
ISBN-13
9781441924155
Auflage
1. Auflage
Serie
Buch 23 von 69: Statistics for Biology and Health

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