Title :
Selecting, under type-II censoring, Weibull populations that are more reliable
Author :
Tseng, Sheng-Tsaing ; Wu, Huey-Jane
Author_Institution :
Dept. of Ind. Eng., Nat. Taiwan Inst. of Technol., Taipei, Taiwan
fDate :
6/1/1990 12:00:00 AM
Abstract :
It is pointed out that the problem of selecting Weibull populations that are more reliable is complex; the main result is that there is no simple selection rule. Under type-II censoring, the use of a locally optimal selection rule when the shape parameters are known and the use of a modified selection rule when the unknown shape parameters have some prior distributions are proposed. The performance of this modified rule was tested extensively by simulation; this rule was shown to be quite robust for a variety of beta prior distributions
Keywords :
reliability theory; statistical analysis; Weibull populations; beta prior distributions; locally optimal selection rule; modified selection rule; reliability; shape parameters; type-II censoring; Error probability; Hazards; Maximum likelihood estimation; Research and development; Robustness; Shape; Testing; Weibull distribution;
Journal_Title :
Reliability, IEEE Transactions on