DocumentCode
1488368
Title
Maximum likelihood estimation of Weibull parameters for two independent competing risk
Author
Ishioka, Tsunenori ; Nonaka, Yasuo
Author_Institution
Ricoh Co. Ltd., Tokyo, Japan
Volume
40
Issue
1
fYear
1991
fDate
4/1/1991 12:00:00 AM
Firstpage
71
Lastpage
74
Abstract
A stable technique for obtaining the maximum-likelihood estimate of Weibull parameters of the life distributions of two components that form a series system is presented. The technique requires much more computation than the procedure of H. Kanie and Y. Nonaka (1985). Simulation results, however, show that the standard deviation of the estimated values of the Weibull parameters is greatly reduced. This technique does not require the concomitant indicator and can be applied not only for complete data but for randomly censored data
Keywords
parameter estimation; probability; reliability theory; Weibull parameters; complete data; maximum likelihood estimation; randomly censored data; reliability theory; Life estimation; Life testing; Maximum likelihood estimation; Newton method; Parameter estimation; Probability; Shape; State estimation; Statistical distributions; Weibull distribution;
fLanguage
English
Journal_Title
Reliability, IEEE Transactions on
Publisher
ieee
ISSN
0018-9529
Type
jour
DOI
10.1109/24.75338
Filename
75338
Link To Document