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Bayesian Analysis of the 3-Component Mixture of Exponential Distribution Assuming the Non-Informative Priors

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Abstract:

Bayesian analysis of the 3-component mixture of an Exponential distribution under type-I right censoring scheme is considered in this paper. The Bayes estimators and posterior risks for the unknown parameters are derived under squared error loss function, precautionary loss function and DeGroot loss function assuming the non-informative (uniform and Jeffreys') priors. The Bayes estimators and posterior risks are viewed as a function of the test termination time. A simulation study is given to highlight and compare the properties of the Bayes estimates.

Tópico:

Statistical Distribution Estimation and Applications

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Información de la Fuente:

SCImago Journal & Country Rank
FuenteRevista Colombiana de Estadística
Cuartil año de publicaciónNo disponible
Volumen38
Issue2
Páginas431 - 452
pISSNNo disponible
ISSN2389-8976

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