A novel approach for parameter estimation of mixture of two Weibull distributions in failure data modeling

The mixture of two 2-parameter Weibull distributions (MixW), as a specialized variant of the mixture of Weibull distributions, serves as an ideal model for heterogeneous data sets within the realms of reliability studies and survival analysis. A principal challenge in dealing with MixW lies in the e...

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Bibliographic Details
Published in:	Statistics and computing Vol. 34; no. 6
Main Authors:	Yan, Tianyu, Fang, Kai-Tai, Yin, Hong
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.12.2024 Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Computer Science Datasets Effectiveness Graphical methods Mixtures Monte Carlo simulation Original Paper Parameter estimation Probability and Statistics in Computer Science Quantiles Reliability analysis Statistical analysis Statistical Theory and Methods Statistics and Computing/Statistics Programs Survival analysis Weibull distribution Parameter estimation Quasi-Monte Carlo SNTO algorithm Weibull probability plot Quantile estimation Mixture of two Weibull distributions
ISSN:	0960-3174, 1573-1375
Online Access:	Get full text
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