THE VALIDITY OF WEIBULL ESTIMATORS

Authors
Citation
H. Peterlik, THE VALIDITY OF WEIBULL ESTIMATORS, Journal of Materials Science, 30(8), 1995, pp. 1972-1976
Citations number
13
Categorie Soggetti
Material Science
ISSN journal
00222461
Volume
30
Issue
8
Year of publication
1995
Pages
1972 - 1976
Database
ISI
SICI code
0022-2461(1995)30:8<1972:TVOWE>2.0.ZU;2-M
Abstract
The parameters of the two-parametric Weibull distribution, the Weibull modulus and the scale parameter, were estimated; by using not only an alytical means but also Monte-Carlo simulations. The precision of the measurement of both parameters, i.e, their variation coefficient, has been calculated. It is shown that the variation coefficient of the sca le parameter is dependent on the number of experiments, M, which were performed, and on the Weibull modulus itself, whereas the variation co efficient of the Weibull modulus is only dependent on M. Furthermore, the correctly interpreted results show that each single measurement gi ves the statistically correct Weibull parameters and the biasing arise s only from the method of adding single measurements to obtain a mean value. Thus, in practice, when only one set of experiments for further evaluation is available, there is no need for adjustment factors.