Prediction of future failures for generalized exponential distribution under Type-I or Type-II hybrid censoring

被引：17

作者：

Valiollahi, R. ^{[1
]}

Asgharzadeh, A. ^{[2
]}

Kundu, D. ^{[3
]}

机构：

[1] Semnan Univ, Dept Math Stat & Comp Sci, Semnan, Iran

[2] Univ Mazandaran, Fac Math Sci, Dept Stat, Babol Sar, Iran

[3] Indian Inst Technol, Dept Math & Stat, Kanpur, Uttar Pradesh, India

来源：

BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS | 2017年 / 31卷 / 01期

关键词：

Type-I hybrid censoring; Type-II hybrid censoring; generalized exponential distribution; predictor; prediction interval; Monte Carlo simulation; STATISTICS; PARAMETER; INFERENCE;

D O I：

10.1214/15-BJPS302

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

In this paper, we consider the prediction of a future observation based on either Type-I or Type-II hybrid censored samples when the lifetime distribution of the experimental units is assumed to be a generalized exponential random variable. Different point and interval predictors are obtained using classical and Bayesian approaches. Monte Carlo simulations are performed to compare the performances of the different methods, and the analysis of one data set has been presented for illustrative purposes.

引用

页码：41 / 61

页数：21

共 50 条

[31] On E-Bayesian estimations for the cumulative hazard rate and mean residual life under generalized inverted exponential distribution and type-II censoring
Piriaei, Hassan
Yari, Gholamhossein
Farnoosh, Rahman
JOURNAL OF APPLIED STATISTICS, 2020, 47 (05) : 865 - 889
[32] Inference for a Step-Stress Model With Competing Risks for Failure From the Generalized Exponential Distribution Under Type-I Censoring
Han, David
Kundu, Debasis
IEEE TRANSACTIONS ON RELIABILITY, 2015, 64 (01) : 31 - 43
[33] Generalized inverted exponential distribution under hybrid censoring
Dey, Sanku
Pradhan, Biswabrata
STATISTICAL METHODOLOGY, 2014, 18 : 101 - 114
[34] Inference for the Type II generalized logistic distribution under progressive Type II censoring
Balakrishnan, N.
Hossain, Ahmed
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2007, 77 (11-12) : 1069 - 1087
[35] Prediction Interval of Future Waiting Times of the Two-Parameter Exponential Distribution Under Multiply Type II Censoring
Wu, Shu-Fei
INTELLIGENT COMPUTING, VOL 2, 2021, 284 : 166 - 173
[36] Estimation for the generalized half-normal distribution based on progressive type-II censoring
Ahmadi, K.
Rezaei, M.
Yousefzadeh, F.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2015, 85 (06) : 1128 - 1150
[37] Bayesian Estimation of the Exponential Parameter under a Multiply Type-II Censoring Scheme
Singh, Umesh
Kumar, Anil
AUSTRIAN JOURNAL OF STATISTICS, 2007, 36 (03) : 227 - 238
[38] On estimation of R = P(Y < X) for exponential distribution under progressive type-II censoring
Saracoglu, Bugra
Kinaci, Ismail
Kundu, Debasis
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2012, 82 (05) : 729 - 744
[39] Type-I hybrid censoring of multiple samples
Gorny, Julian
Cramer, Erhard
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2020, 366
[40] Inference for mixed generalized exponential distribution under progressively type-II censored samples
Tian, Yuzhu
Zhu, Qianqian
Tian, Maozai
JOURNAL OF APPLIED STATISTICS, 2014, 41 (03) : 660 - 676

← 1 2 3 4 5 →