Title :
Review: likelihood method for fitting Weibull log-linear models to accelerated life-test data
Author :
Watkins, Alan J.
Author_Institution :
European Bus. Manage. Sch., Univ. Coll. of Swansea, UK
fDate :
9/1/1994 12:00:00 AM
Abstract :
The analysis of data from accelerated life-test experiments via the method of maximum likelihood estimation must, for a Weibull log-linear model, be performed numerically. This paper promotes a particular log-likelihood as the basis for such inferences, and introduces notation and formulae to aid the implementation of various numerical methods. Two examples illustrate the performance of a widely-used maximization technique; these examples indicate that the performance of this technique compares favorably with that from commercially available software
Keywords :
life testing; maximum likelihood estimation; reviews; Weibull log-linear models; accelerated life-test data; censored data; life-stress relationship; likelihood method; maximization technique; maximum likelihood estimation; Acceleration; Data analysis; Educational institutions; Life estimation; Maximum likelihood estimation; Parameter estimation; Shape; Stress; Testing; Weibull distribution;
Journal_Title :
Reliability, IEEE Transactions on