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Approximate Bayes Estimation for Mixtures of Two Weibull Distributions under Type II Censoring,” Journal of Statistical Computation and Simulation

ملخص البحث

The main object of this paper is the approximate Bayes estimation of the five dimensional vector of parameters and the reliability function of a mixture of two Weibull distributions under Type-2 censoring. Under Type-2 censoring, the posterior distribution is complicated, and the integrals involved cannot be obtained in a simple closed form. In this work, Lindley's (1980) approximate form of Bayes estimation is used in the case of a mixture of two Weibull distributions under Type-2 censoring. Through Monte Carlo simulation, the root mean squared errors (RMSE's) of the Bayes estimates are computed and compared with the corresponding estimated RMSE's of the maximum likelihood estimates.

مؤلف البحث
K. E. Ahmad,
H. M. Moustafa,
A. M. Abd-El-Rahman
قسم البحث
مجلة البحث
Journal of Statistical Computation and Simulation
مؤلف البحث
صفحات البحث
pp. 269-285
الناشر
Taylor & Francis
تصنيف البحث
1
عدد البحث
Vol. 58, No. 3
موقع البحث
Taylor & Francis
سنة البحث
1997