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

M. S. Nikulin, N. Balakrishnan, M. Mesbah, Nikolaos Limnios - Collection Statistics for industry and technology

554 pages, parution le 30/04/2004

Résumé

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:

  • non-parametric estimation of lifetimes of subjects exposed to radiation
  • statistical analysis of simultaneous degradation-mortality data with covariates of the aged
  • estimation of maintenance efficiency in semiparametric imperfect repair models
  • cancer prognosis using survival forests
  • short-term health problems related to air pollution: analysis using semiparametric generalized additive models
  • parametric models in accelerated life testing and fuzzy data
  • 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.

L'auteur - N. Balakrishnan

Editor; professor in the department of mathematics and statistics at Mc Master university, Hamilton, Ontario, Canada.

L'auteur - Nikolaos Limnios

Autres livres de Nikolaos Limnios

Sommaire

  • Cox Models and Analyses
  • Degradation Models and Analyses
  • Accelerated Failure Time Models and Analyses
  • Aging Properties and Analyses
  • Analyses of Censored and Truncated Data
  • Regression Methods and Applications
  • Time-Series Analysis
  • Inferential Methods
  • Multicentre Studies
  • Quality of Life Studies
  • Breast Cancer Studies
  • Inference for Processes
  • Probability Theory and Applications
  • Subject Index
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Caractéristiques techniques

  PAPIER
Éditeur(s) Birkhäuser
Auteur(s) M. S. Nikulin, N. Balakrishnan, M. Mesbah, Nikolaos Limnios
Collection Statistics for industry and technology
Parution 30/04/2004
Nb. de pages 554
Format 18 x 26
Couverture Relié
Poids 1240g
Intérieur Noir et Blanc
EAN13 9780817632311
ISBN13 978-0-8176-3231-1

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