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Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life
Paperback
Series: Statistics for Industry and Technology
General MathematicsProbability & Statistics
ISBN13: 9781461264910
Publisher: Birkhauser
Published: Oct 23 2012
Pages: 555
Weight: 2.26
Height: 1.21 Width: 7.00 Depth: 10.00
Language: English
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.
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