Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life (Statistics for Industry and Technology)

by Mounir Mesbah (Series Editor), Mounir Mesbah (Series Editor), N. Balakrishnan (Series Editor), Nikolaos Limnios (Series Editor), M. S. Nikulin (Editor)

• New

  Paperback
  2012

  $128.04

  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.