Bayes Estimation under a Finite Mixture of Truncated Generalized Cauchy Distributions Based On Censored Data with Application

Saieed F Ateya and Hesah A Al Khald
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Saieed F Ateya: Department of Mathematics & Statistics, Taif University, Saudi Arabia
Hesah A Al Khald: Department of Mathematics & Statistics, Taif University, Saudi Arabia

Biostatistics and Biometrics Open Access Journal, 2018, vol. 5, issue 1, 14-21

Abstract: In this paper, the Bayes estimates (BE’s) of the parameters, reliability and hazard rate functions of a finite mixture of truncated generalized Cauchy distributions are obtained based on type-I, type-II and progressively type-II censored samples. A simulation study is carried out to study the behaviour of the mean squared errors (MSE’s) of the estimates. All previous parameters and functions are obtained based on generated type-I, type-II and progressively type-II censored samples generated from a real data set as illustrative application.

Keywords: Biometrics Open Access Journal; Biostatistics and Biometrics; Biostatistics and Biometrics Open Access Journal; Open Access Journals; biometrics journal; biometrics articles; biometrics journal reference; biometrics journal impact factor; biometrics and biostatistics journal impact factor; journal of biometrics; open access juniper publishers; juniper publishers reivew (search for similar items in EconPapers)
Date: 2018
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Persistent link: https://EconPapers.repec.org/RePEc:adp:jbboaj:v:5:y:2018:i:1:p:14-21

DOI: 10.19080/BBOAJ.2018.05.555652

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