The Art of Progressive Censoring Applications to Reliability and Quality

This monograph offers a thorough and updated guide to the theory and methods of progressive censoring, an area that has experienced tremendous growth in recent years. Progressive censoring, originally proposed in the 1950s, is an efficient method of handling samples from industrial experiments invol...

Full description

Main Authors: Balakrishnan, N., Cramer, Erhard (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY Springer New York 2014, 2014
Edition:1st ed. 2014
Series:Statistics for Industry and Technology
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Distribution Theory and Models
  • Progressive censoring: Data and models
  • Progressive Type-II censoring: Distribution theory
  • Further distributional results on progressive Type-II censoring
  • Progressive Type-I censoring: Basic properties
  • Progressive hybrid censoring: Distributions and properties
  • Adaptive progressive Type-II censoring and related models
  • Moments of progressively Type-II censored order statistics
  • Simulation of progressively censored order statistics
  • Information Measures
  • Progressive Type-II censoring under non-standard conditions
  • Part II: Inference
  • Linear estimation in progressive Type-II censoring
  • Maximum likelihood estimation in progressive Type-II censoring
  • Point estimation in progressive Type-I censoring
  • Progressive hybrid and adaptive censoring and related inference
  • Bayesian inference for progressively Type-II censored data
  • Point prediction from progressively Type-II censored samples
  • Statistical intervals for