Bayesian Estimators of the Scale Parameter and Reliability Function of Inverse Rayleigh Distribution under Three Types of Loss Function

被引：0

作者：

Ali, Bushra Abd Alrasool ^{[1
]}

Gorgees, Hazim Mansoor ^{[2
]}

Kathim, Raghad Ibrahim ^{[3
]}

机构：

[1] Minist Educ, Baghdad, Iraq

[2] Coll Educ Pure Sci Ibn Al Haitham, Baghdad, Iraq

[3] Al Yarmouk Univ Coll, Baghdad, Iraq

来源：

8TH INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY (ICAST 2020) | 2020年 / 2290卷

关键词：

Standard Bayes estimator; loss function; non-informative prior; mean square error;

D O I：

10.1063/5.0027983

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

In this article Monte Cade simulation technique is employed to compare the performance of three types of standard Bayes estimators of the parameter and reliability function of Myers Rayleigh distribution. Such estimators are based on square error loss function, linear exponential loss function and entropy loss function with non-informative prior. The criterion means square error (MSE) is used to assess the performance of such estimators.

引用

页数：5

共 50 条

[1] Bayesian Estimation of the Parameter and Reliability Function of an Inverse Rayleigh Distribution
Dey, Sanku
[J]. MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES, 2012, 6 (01): : 113 - 124
[2] Comparing three estimators of fuzzy reliability for One scale parameter rayleigh distribution
Hawash, Mohammed Kadhim
Ahmed, Suhad Ahmed
Hassan, Salman
[J]. INTERNATIONAL JOURNAL OF NONLINEAR ANALYSIS AND APPLICATIONS, 2021, 12 (02): : 2013 - 2020
[3] BAYESIAN ESTIMATION OF RELIABILITY FUNCTION OF RAYLEIGH DISTRIBUTION
Pandey, Himanshu
Rao, Arun Kumar
[J]. JOURNAL OF RAJASTHAN ACADEMY OF PHYSICAL SCIENCES, 2021, 20 (1-2): : 13 - 24
[4] BAYESIAN ESTIMATION OF THE EXPONENTIATED GAMMA PARAMETER AND RELIABILITY FUNCTION UNDER ASYMMETRIC LOSS FUNCTION
Singh, Sanjay Kumar
Singh, Umesh
Kumar, Dinesh
[J]. REVSTAT-STATISTICAL JOURNAL, 2011, 9 (03) : 247 - 260
[5] Bayesian Estimation in Rayleigh Distribution under a Distance Type Loss Function
Seal, Babulal
Banerjee, Proloy
Bhunia, Shreya
Ghosh, Sanjoy Kumar
[J]. PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2023, 19 (02) : 219 - 232
[6] Admissible and Minimax Estimators of a Lower Bounded Scale Parameter of a Gamma Distribution under the Entropy Loss Function
Esfahani, M. Nasr
Nematollahi, N.
[J]. JOURNAL OF MATHEMATICAL EXTENSION, 2009, 4 (01) : 91 - 103
[7] The empirical Bayes estimators of the parameter of the uniform distribution with an inverse gamma prior under Stein's loss function
Sun, Ya
Zhang, Ying-Ying
Sun, Ji
[J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2024, 53 (06) : 3027 - 3045
[8] Bayesian estimation of inverse weibull distribution scale parameter under the different loss functions
Koksal Babacan, Esin
[J]. SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI, 2024, 42 (04): : 1108 - 1115
[9] Bayesian Estimation of the Scale Parameter of Inverse Weibull Distribution under the Asymmetric Loss Functions
Yahgmaei, Farhad
Babanezhad, Manoochehr
Moghadam, Omid S.
[J]. JOURNAL OF PROBABILITY AND STATISTICS, 2013, 2013
[10] The empirical Bayes estimators of the rate parameter of the inverse gamma distribution with a conjugate inverse gamma prior under Stein's loss function
Sun, Ji
Zhang, Ying-Ying
Sun, Ya
[J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2021, 91 (08) : 1504 - 1523

← 1 2 3 4 5 →