A Mixture Shared Gamma Frailty Model Under Gompertz Baseline Distribution

被引：1

作者：

Arvind Pandey

Shashi Bhushan

Lalpawimawha Ralte

机构：

[1] Central University of Rajasthan,Department of Statistics

[2] Dr. Shakuntala Misra National Rehabilitation University,Department of Mathematics and Statistics

[3] Pachhunga University College,Department of Statistics

来源：

Journal of the Indian Society for Probability and Statistics | 2020年 / 21卷

关键词：

Bayesian technique; Gamma frailty; Gompertz distribution; Mixture frailty model; MCMC;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

In this manuscript, we propose a new mixture shared gamma frailty model based on Gompertz as baseline distribution. The Bayesian approach of Markov Chain Monte Carlo technique was employed to estimate the parameters involved in the models. A simulation study was performed to compare the true values and the estimated values of the parameters. Comparison with the existing model was done by using Bayesian comparison techniques and a better model for the infectious disease data is suggested.

引用

页码：187 / 200

页数：13

共 50 条

[1] A Mixture Shared Gamma Frailty Model Under Gompertz Baseline Distribution
Pandey, Arvind
Bhushan, Shashi
Ralte, Lalpawimawha
JOURNAL OF THE INDIAN SOCIETY FOR PROBABILITY AND STATISTICS, 2020, 21 (01) : 187 - 200
[2] A Mixture Shared Inverse Gaussian Frailty Model under Modified Weibull Baseline Distribution
Lalpawimawha
Pandey, Arvind
AUSTRIAN JOURNAL OF STATISTICS, 2020, 49 (02) : 31 - 42
[3] The Generalized Gamma Shared Frailty Model under Different Baseline Distributions
Sidhu, Sukhmani
Jain, Kanchan
Sharma, Suresh K.
INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2019, 4 (01) : 219 - 231
[4] Bayesian estimation of parameters for the bivariate Gompertz regression model with shared gamma frailty under random censoring
Hanagal, David D.
Sharma, Richa
STATISTICS & PROBABILITY LETTERS, 2012, 82 (07) : 1310 - 1317
[5] Comparison of Frailty Models for Acute Leukemia Data under Gompertz Baseline Distribution
Hanagal, David D.
Sharma, Richa
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2015, 44 (07) : 1338 - 1350
[6] Comparison of additive shared frailty models under Lindley baseline distribution
Pandey, Arvind
Bhushan, Shashi
Lalpawimawha, Ralte
Misra, Praveen Kumar
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 51 (03) : 1121 - 1136
[7] Incidence of infant mortality and its predictors in East Africa using Gompertz gamma shared frailty model
Tesema, Getayeneh Antehunegn
Seifu, Beminate Lemma
Tessema, Zemenu Tadesse
Worku, Misganaw Gebrie
Teshale, Achamyeleh Birhanu
ARCHIVES OF PUBLIC HEALTH, 2022, 80 (01)
[8] Incidence of infant mortality and its predictors in East Africa using Gompertz gamma shared frailty model
Getayeneh Antehunegn Tesema
Beminate Lemma Seifu
Zemenu Tadesse Tessema
Misganaw Gebrie Worku
Achamyeleh Birhanu Teshale
Archives of Public Health, 80
[9] Shared frailty models with baseline generalized Pareto distribution
Pandey, Arvind
Bhushan, Shashi
Lalpawimawha, Ralte
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2019, 48 (17) : 4425 - 4447
[10] Incidence of neonatal mortality and its predictors among live births in Ethiopia: Gompertz gamma shared frailty model
Zemenu Tadesse Tessema
Getayeneh Antehunegn Tesema
Italian Journal of Pediatrics, 46

← 1 2 3 4 5 →