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LIFE-TIME DATA
Series on Quality, Reliability and Engineering Statistics - Vol. 11

LIFE-TIME DATA
Statistical Models and Methods

by Jayant V Deshpande & Sudha G Purohit (University of Pune, India)

This book is meant for postgraduate modules that cover lifetime data in reliability and survival analysis as taught in statistics, engineering statistics and medical statistics courses. It is helpful for researchers who wish to choose appropriate models and methods for analyzing lifetime data. There is an extensive discussion on the concept and role of ageing in choosing appropriate models for lifetime data, with a special emphasis on tests of exponentiality. There are interesting contributions related to the topics of ageing, tests for exponentiality, competing risks and repairable systems. A special feature of this book is that it introduces the public domain R-software and explains how it can be used in computations of methods discussed in the book.

Contents:

  • Ageing
  • Some Parametric Families of Probability Distributions
  • Parametric Analysis of Survival Data
  • Nonparametric Estimation of the Survival Function
  • Tests for Exponentiality
  • Two Sample Non-parametric Problem
  • Proportional Hazards Model: A Method of Regression
  • Analysis of Competing Risks
  • Repairable Systems

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Readership: Graduate students, academics and researchers in probability and statistics, industrial engineering, decision sciences and bioinformatics.

"One of the main strengths of this book is that it introduces the public domain R software and nicely explains how it can be used in computations of methods presented in the book ... the monograph would be useful to some applied researchers in related fields."

Technometrics

 
260pp
Pub. date: Jan 2006
eISBN 978-981-277-451-4
Price: US$75
 
 
 

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