The task of this paper is to estimate the lifetime performance index of Exponential distribution. A Bayesian test procedure is established under symmetric entropy loss function. Firstly, Bayesian estimation of life performance index is obtained, then a Bayesian test procedure for lifetime performance index is proposed. Finally, an applied example is used to illustrate the effectiveness of the proposed test method.
| Published in | Mathematics Letters (Volume 4, Issue 1) |
| DOI | 10.11648/j.ml.20180401.15 |
| Page(s) | 20-24 |
| Creative Commons |
This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited. |
| Copyright |
Copyright © The Author(s), 2018. Published by Science Publishing Group |
Lifetime Performance Index, Bayesian Test, Exponential Distribution, Symmetric Entropy Loss Function
| [1] | Shu M H, Wu H C. Manufacturing process performance evaluation for fuzzy data based on loss-based capability index [J]. Soft Computing, 2012, 16 (1):89-99. |
| [2] | Chen C C, Lai C M, Nien H Y. Measuring process capability index Cpm with fuzzy data [J]. Quality & Quantity, 2010, 44 (3):529-535. |
| [3] | Juran J M, Gryna F M, Bingham R S J. Quality Control Handbook. New York: McGraw-Hill., 1974. |
| [4] | Eslamipoor R, Hosseini-Nasab H. A modified process capability index using loss function concept [J]. Quality & Reliability Engineering International, 2016, 32 (2):435-442. |
| [5] | Chen K S, Huang C F, Chang T C. A mathematical programming model for constructing the confidence interval of process capability index Cpm in evaluating process performance: an example of five-way pipe [J]. Journal of the Chinese Institute of Engineers, 2017, 40 (2):126-133. |
| [6] | Gu X, Ma Y, Liu J, et al. Robust parameter design for multivariate quality characteristics based on process capability index with individual observations [J]. Systems Engineering & Electronics, 2017, 39 (2):362-368. |
| [7] | Abdolshah M, Yusuff R M, Hong T S, et al. Measuring process capability index Cpmk, with fuzzy data and compare it with other fuzzy process capability indices [J]. Expert Systems with Applications, 2011, 38 (6):6452-6457. |
| [8] | Kurniati N, Yeh R H, Wu C W. A sampling scheme for resubmitted lots based on one-sided capability indices [J]. Quality Technology & Quantitative Management, 2015, 12 (4):501-515. |
| [9] | Seifi S, Nezhad M S F. Variable sampling plan for resubmitted lots based on process capability index and Bayesian approach [J]. The International Journal of Advanced Manufacturing Technology, 2017, 88 (9-12): 2547-2555. |
| [10] | Montgomery D C. Introduction to Statistical Quality Control, New York: John Wiley & Sons, 1985. |
| [11] | Lee W C, Hong C W, Wu J W. Computational procedure of performance assessment of lifetime index of normal products with fuzzy data under the type II right censored sampling plan [J]. Journal of Intelligent & Fuzzy Systems, 2015, 28 (4):1755-1773. |
| [12] | Liu M. F., Ren H. P. Bayesian test procedure of lifetime performance index for exponential distribution under progressive type-II censoring. International Journal of Applied Mathematics & Statistics, 2013, 32 (2):27-38. |
| [13] | Wu C W, Shu M H, Chang Y N. Variable-sampling plans based on lifetime-performance index under exponential distribution with censoring and its extensions [J]. Applied Mathematical Modelling, 2018, 55:81-93. |
| [14] | Soliman A E. Assessing the lifetime performance index using exponentiated frechet distribution with the progressive first-failure-censoring scheme [J]. American Journal of Theoretical and Applied Statistics, 2014, 3 (6):167-176. |
| [15] | Li L. Bayesian test for lifetime performance index of Ailamujia distribution under squared error loss function [J]. Pure and Applied Mathematics Journal, 2016, 5 (6):181-185. |
| [16] | Zhao S, Song Y, Song L, et al. Estimation of ordered means of two sample exponential distributions under symmetric entropy loss [J]. Journal of Jilin University, 2007, 45 (1):44-48. |
| [17] | Li L. Bayes estimation of Topp-Leone distribution under symmetric entropy loss function based on lower record values [J]. 2016, 4 (6):284. |
| [18] | Lawless J F. Statistical Model and Methods for Lifetime Data. John Wiley & Sons, New York, 1982. |
| [19] | Balakrishnan N, Lin C T, and Chan P S. A comparison of two simple prediction intervals for exponential distribution. IEEE Transactions on Reliability, 2005, 54: 27-33. |
| [20] | Gail M H and Gastwirth J L. A scale-free goodness of fit test for the exponential distribution based on the Gini statistics, Journal of the Royal Statistical Society, B, 1978, 40: 350-357. |
APA Style
Guobing Fan. (2018). Bayesian Test for Lifetime Performance Index of Exponential Distribution under Symmetric Entropy Loss Function. Mathematics Letters, 4(1), 20-24. https://doi.org/10.11648/j.ml.20180401.15
ACS Style
Guobing Fan. Bayesian Test for Lifetime Performance Index of Exponential Distribution under Symmetric Entropy Loss Function. Math. Lett. 2018, 4(1), 20-24. doi: 10.11648/j.ml.20180401.15
AMA Style
Guobing Fan. Bayesian Test for Lifetime Performance Index of Exponential Distribution under Symmetric Entropy Loss Function. Math Lett. 2018;4(1):20-24. doi: 10.11648/j.ml.20180401.15
@article{10.11648/j.ml.20180401.15,
author = {Guobing Fan},
title = {Bayesian Test for Lifetime Performance Index of Exponential Distribution under Symmetric Entropy Loss Function},
journal = {Mathematics Letters},
volume = {4},
number = {1},
pages = {20-24},
doi = {10.11648/j.ml.20180401.15},
url = {https://doi.org/10.11648/j.ml.20180401.15},
eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ml.20180401.15},
abstract = {The task of this paper is to estimate the lifetime performance index of Exponential distribution. A Bayesian test procedure is established under symmetric entropy loss function. Firstly, Bayesian estimation of life performance index is obtained, then a Bayesian test procedure for lifetime performance index is proposed. Finally, an applied example is used to illustrate the effectiveness of the proposed test method.},
year = {2018}
}
TY - JOUR T1 - Bayesian Test for Lifetime Performance Index of Exponential Distribution under Symmetric Entropy Loss Function AU - Guobing Fan Y1 - 2018/05/04 PY - 2018 N1 - https://doi.org/10.11648/j.ml.20180401.15 DO - 10.11648/j.ml.20180401.15 T2 - Mathematics Letters JF - Mathematics Letters JO - Mathematics Letters SP - 20 EP - 24 PB - Science Publishing Group SN - 2575-5056 UR - https://doi.org/10.11648/j.ml.20180401.15 AB - The task of this paper is to estimate the lifetime performance index of Exponential distribution. A Bayesian test procedure is established under symmetric entropy loss function. Firstly, Bayesian estimation of life performance index is obtained, then a Bayesian test procedure for lifetime performance index is proposed. Finally, an applied example is used to illustrate the effectiveness of the proposed test method. VL - 4 IS - 1 ER -