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:: Volume 19, Issue 1 (9-2025) ::
JSS 2025, 19(1): 137-159 Back to browse issues page
Inference for the Modified Lindley Distribution Based on Progressively Type-II Censored Data
Adeleh Fallah *
Abstract:   (321 Views)
In this paper, estimation for the modified Lindley distribution parameter is studied based on progressive Type II censored data. Maximum likelihood estimation, Pivotal estimation, and Bayesian estimation were calculated using the Lindley approximation and Markov chain Monte Carlo methods. Asymptotic, Pivotal, bootstrap, and Bayesian confidence intervals are provided. A Monte Carlo simulation study has been conducted to evaluate and compare the performance of different estimation methods. To further illustrate the introduced estimation methods, two real examples are provided.
Keywords: Modified Lindley distribution‎, Progressively type-II censored‎, Bootstrap confidence intervals‎, Markov chain Monte Carlo‎, Lindley approximation.
Full-Text [PDF 307 kb]   (201 Downloads)    
Type of Study: Research | Subject: Statistical Inference
Received: 2024/11/21 | Accepted: 2025/09/1 | Published: 2025/05/18
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fallah A. Inference for the Modified Lindley Distribution Based on Progressively Type-II Censored Data. JSS 2025; 19 (1) :137-159
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Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 19, Issue 1 (9-2025) Back to browse issues page
مجله علوم آماری – نشریه علمی پژوهشی انجمن آمار ایران Journal of Statistical Sciences

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