Estimate the parameters of Exponential-Rayleigh distribution, by using Bayesian method

In this paper, point estimation method for parameters α and λ of the parameters of the Exponential-Rayleigh distribution have been estimated by the use of a simulation technique by using two Bayesian estimation methods; the first Bayesian method of estimation consists of Lindely approximation estimation method and the second Bayesian estimation method consists Tierney and kadane approximation estimation method to estimate all the unknown parameters (α,λ) of Exponential-Rayleigh distribution. Comparisons between these two methods were made by employing mean squares error criterion. Applying a simulation technique with different sample sizes, these methods are being compared.

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Publication Details

Journal
Ibn AL- Haitham Journal For Pure and Applied Science
Published
2025-04-20
DOI
https://doi.org/10.30526/ebd49144
Primary Topic
Bayesian Methods and Mixture Models
Type
article
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article

Estimate the parameters of Exponential-Rayleigh distribution, by using Bayesian method

Mona Aly Mohammed, Iden Hassan
Ibn AL- Haitham Journal For Pure and Applied Science
Bayesian Methods and Mixture Models
article

Estimate the parameters of Exponential-Rayleigh distribution, by using Bayesian method

Mona Aly Mohammed, Iden Hassan
article en

Abstract

In this paper, point estimation method for parameters α and λ of the parameters of the Exponential-Rayleigh distribution have been estimated by the use of a simulation technique by using two Bayesian estimation methods; the first Bayesian method of estimation consists of Lindely approximation estimation method and the second Bayesian estimation method consists Tierney and kadane approximation estimation method to estimate all the unknown parameters (α,λ) of Exponential-Rayleigh distribution. Comparisons between these two methods were made by employing mean squares error criterion. Applying a simulation technique with different sample sizes, these methods are being compared.

Ibn AL- Haitham Journal For Pure and Applied ScienceVol. 38(2)
University of Baghdad (IQ)
Openalex Percentile: Top 91%
Bayesian Methods and Mixture Models
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