Applying Shrinkage Estimation Technique of P(Y<Max X1, X2,…, Xk) in Case of Generalized Exponential Distribution

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Adel Abdulkadhim Hussein Mohammad Khairallah Yaseen Abbas Najim Salman

Abstract

     This paper concerned with estimation reliability (­ for K components parallel system of the stress-strength model with non-identical components which is subjected to a common stress, when the stress and strength follow the Generalized Exponential Distribution (GED) with unknown shape parameter α and the known scale parameter θ (θ=1) to be common. Different shrinkage estimation methods will be considered to estimate ­ depending on maximum likelihood estimator and prior estimates based on simulation using mean squared error (MSE) criteria. The study approved that the shrinkage estimation using shrinkage weight function was the best.


 

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How to Cite
HUSSEIN, Adel Abdulkadhim; YASEEN, Mohammad Khairallah; SALMAN, Abbas Najim. Applying Shrinkage Estimation Technique of P(Y. Ibn AL- Haitham Journal For Pure and Applied Science, [S.l.], v. 33, n. 3, p. 158-166, july 2020. ISSN 2521-3407. Available at: <http://jih.uobaghdad.edu.iq/index.php/j/article/view/2480>. Date accessed: 25 sep. 2020.
Section
mathematics