Comparison of Some Methods for Estimating the Reliability of Mixed Lindley Distribution Using Simulation

Authors

  • Assist. Prof. Dr. Husam Najim Al-Bayatiy, Wafaa Adnan Sajid

DOI:

https://doi.org/10.17762/msea.v71i3.508

Abstract

Abstract:

In this paper, the reliability function of the mixed Lindley distribution was estimated using the standard Bayes method and the maximum Likelihood   method and compared them using the simulation using Monte Carlo method using different sample sizes small, medium and large. The simulation results showed that the standard Bayes method is better than the maximum Likelihood method when the sample sizes are (n = 15,25), and the maximum Likelihood  method is better when the sample sizes are large (n = 50,100).

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Published

2022-08-21

How to Cite

Assist. Prof. Dr. Husam Najim Al-Bayatiy, Wafaa Adnan Sajid. (2022). Comparison of Some Methods for Estimating the Reliability of Mixed Lindley Distribution Using Simulation. Mathematical Statistician and Engineering Applications, 71(3), 1539–1546. https://doi.org/10.17762/msea.v71i3.508

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Section

Articles