Estimation procedures on Type-II censored data from a scaled Muth distribution

被引：0

作者：

Bicer, Hayrinisa Demirci ^{[1
]}

Ozturker, Berkay ^{[2
]}

Bicer, Cenker ^{[1
]}

机构：

[1] Kirikkale Univ, Dept Stat, Kirikkale, Turkey

[2] Turkish Employment Agcy, Ankara, Turkey

来源：

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI | 2021年 / 39卷 / 02期

关键词：

Lifetime model; Muth distribution; censored data; maximum spacing; maximum likelihood; least-squares; WEIBULL DISTRIBUTION; BAYESIAN-INFERENCE; PREDICTION;

D O I：

10.14744/sigma.2021.00004

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In the present paper, we consider the estimation problem for the scaled Muth distribution under Type-II censoring scheme. In order to estimate the model parameters alpha and beta, the maximum likelihood, the least-squares, and the maximum spacing estimators are derived. To show estimation efficiencies of the estimators obtained with this paper, we present an extensive Monte-Carlo simulation study in which the estimators are compared according to bias and mean squared error criteria. Furthermore, we evaluate the applicability of the scaled Muth distribution by taking into account both full and Type-II censored data situations by an analysis conducted on a real-life dataset.

引用

页码：148 / 158

页数：11

共 50 条

[21] Classical and Bayesian inference for Burr type-III distribution based on progressive type-II hybrid censored data
Gamchi, Fatemeh Valizadeh
Alma, Ozlem Gurunlu
Belaghi, Reza Arabi
MATHEMATICAL SCIENCES, 2019, 13 (02) : 79 - 95
[22] Estimation and Prediction for the Half-Normal Distribution Based on Progressively Type-II Censored Samples
Sert, Sumeyra
Abusaif, Ihab A. S.
Akgenc, Ertan
Karakaya, Kadir
Kus, Coskun
REVSTAT-STATISTICAL JOURNAL, 2024, 22 (02) : 239 - 258
[23] Progressively Type-II censored competing risks data from Lomax distributions
Cramer, Erhard
Schmiedt, Anja Bettina
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2011, 55 (03) : 1285 - 1303
[24] BAYESIAN AND CLASSICAL INFERENCE FOR TOPP-LEONE INVERSE WEIBULL DISTRIBUTION BASED ON TYPE-II CENSORED DATA
Ghazani, Zahra Shokooh
JOURNAL OF APPLIED MATHEMATICS & INFORMATICS, 2024, 42 (04): : 819 - 829
[25] Estimation of Stress-Strength Reliability For Weibull Distribution Based on Type-II Right Censored Ranked Set Sampling Data
Akgul, Fatma Gul
Senoglu, Birdal
PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2018, 14 (04) : 781 - 806
[26] Estimation, Prediction and Life Testing Plan for the Exponentiated Gumbel Type-II Progressive Censored Data
Maiti, Kousik
Kayal, Suchandan
REVSTAT-STATISTICAL JOURNAL, 2023, 21 (04) : 509 - 533
[27] Statistical inference for the Power Rayleigh distribution based on adaptive progressive Type-II censored data
Migdadi, Hatim Solayman
Al-Olaimat, Nesreen M.
Mohiuddin, Maryam
Meqdadi, Omar
AIMS MATHEMATICS, 2023, 8 (10): : 22553 - 22576
[28] Estimation for Parameters of Life of the Marshall-Olkin Generalized-Exponential Distribution Using Progressive Type-II Censored Data
Elshahhat, Ahmed
Muse, Abdisalam Hassan
Egeh, Omer Mohamed
Elemary, Berihan R.
COMPLEXITY, 2022, 2022
[29] Bayesian prediction of unobserved values for Type-II censored data
Kubota, Tatsuya
Kurosawa, Takeshi
JOURNAL OF APPLIED STATISTICS, 2017, 44 (07) : 1165 - 1180
[30] Product of Spacing Estimation of Stress-Strength Reliability for Alpha Power Exponential Progressively Type-II Censored Data
Nassar, Mazen
Alotaibi, Refah
Zhang, Chunfang
AXIOMS, 2023, 12 (08)

← 1 2 3 4 5 →