DocumentCode :
1351314
Title :
Efficiency of Censored Reliability Studies
Author :
Brooks, R.J.
Author_Institution :
Department of Statistical Science; University College London; Gower Street; London WC1E 6BT, ENGLAND.
Issue :
5
fYear :
1983
Firstpage :
504
Lastpage :
511
Abstract :
The s-expected gain in information provided by an experiment is used to help assess the loss of s-information through censoring in reliability studies. Large sample, relative s-efficiencies of censored studies compared to complete studies are calculated assuming the lifetime distribution is Weibull. For example, when q, the proportion (if type II censoring) or s-expected proportion (if type I censoring) of complete lifetimes to be censored, is up to about 20%, a censored study requires roughly 200q% extra observations for the same s-expected gain in s- information as a complete study. The results allow an ordering of studies with different sample sizes and stopping points with respect to their s- expected gains in s-information.
Keywords :
Art; Bayesian methods; Costs; Educational institutions; Reliability theory; Statistical distributions; Weibull distribution; Bayes approach; Censored data; Relative s-efficiency; Weibull distribution; s-Information;
fLanguage :
English
Journal_Title :
Reliability, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9529
Type :
jour
DOI :
10.1109/TR.1983.5221742
Filename :
5221742
Link To Document :
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