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Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life

Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life

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Statistics for Industry and Technology

Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life

M.S. Nikulin | N. Balakrishnan | Mounir Mesbah | Nikolaos Limnios

Mathematics / Probability & Statistics / General

Parametric and semiparametric models are tools with a wide range of applications to reliability, survival analysis, and quality of life. This self-contained volume examines these tools in survey articles written by experts currently working on the development and evaluation of models and methods. While a number of chapters deal with general theory, several explore more specific connections and recent results in "real-world" reliability theory, survival analysis, and related fields. Specific topics covered include:

 

* cancer prognosis using survival forests

* short-term health problems related to air pollution: analysis using semiparametric generalized additive models

* semiparametric models in the studies of aging and longevity

This book will be of use as a reference text for general statisticians, theoreticians, graduate students, reliability engineers, health researchers, and biostatisticians working in applied probability and statistics.

 


Publication Date: 24 June 2004
Publisher: Birkhäuser Boston
Imprint: Birkhäuser
ISBN-13: 9780817632311
Format: Hardback
Page Count: 555

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