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Program for Weibull Analysis of Fatigue DataA Fortran computer program has been written for performing statistical analyses of fatigue-test data that are assumed to be adequately represented by a two-parameter Weibull distribution. This program calculates the following: (1) Maximum-likelihood estimates of the Weibull distribution; (2) Data for contour plots of relative likelihood for two parameters; (3) Data for contour plots of joint confidence regions; (4) Data for the profile likelihood of the Weibull-distribution parameters; (5) Data for the profile likelihood of any percentile of the distribution; and (6) Likelihood-based confidence intervals for parameters and/or percentiles of the distribution. The program can account for tests that are suspended without failure (the statistical term for such suspension of tests is "censoring"). The analytical approach followed in this program for the software is valid for type-I censoring, which is the removal of unfailed units at pre-specified times. Confidence regions and intervals are calculated by use of the likelihood-ratio method.
Document ID
20110015123
Acquisition Source
Glenn Research Center
Document Type
Other - NASA Tech Brief
Authors
Krantz, Timothy L.
(Army Research Lab. Cleveland, OH, United States)
Date Acquired
August 25, 2013
Publication Date
September 1, 2005
Publication Information
Publication: NASA Tech Briefs, September 2005
Subject Category
Computer Programming And Software
Report/Patent Number
LEW-17401-1
Distribution Limits
Public
Copyright
Public Use Permitted.
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