DocumentCode :
884028
Title :
Percentiles of pivotal ratios for the MLE of the parameters of a Weibull regression model
Author :
Bugaighis, Mohamed M.
Author_Institution :
Dept. of Math., Moravian Coll., Bethlehem, PA, USA
Volume :
42
Issue :
1
fYear :
1993
fDate :
3/1/1993 12:00:00 AM
Firstpage :
97
Lastpage :
99
Abstract :
The maximum likelihood procedure provides efficient estimators for regression parameters of the power-rule model associated with the two-parameter Weibull distribution. Percentiles of three pivotal ratios related to the power-rule model for a two-parameter Weibull distribution are examined. It is shown that the distributions of these pivotal ratios are closely related to appropriate t and χ2 distributions. The regression equations given provide approximations to the percentiles of the pivotal ratios in terms of t and χ 2 distributions. Such approximations are appropriate in several practical situations where some accuracy can be sacrificed for expediency and tractability
Keywords :
maximum likelihood estimation; parameter estimation; reliability theory; statistical analysis; MLE; Weibull regression model; maximum likelihood procedure; percentiles; pivotal ratios; power-rule model; reliability; two-parameter Weibull distribution; Educational institutions; Equations; Life testing; Maximum likelihood estimation; Power engineering and energy; Reliability engineering; Reliability theory; State estimation; Stress; Weibull distribution;
fLanguage :
English
Journal_Title :
Reliability, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9529
Type :
jour
DOI :
10.1109/24.210277
Filename :
210277
Link To Document :
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