Statistical analysis of competing risks lifetime data from Nadarajaha and Haghighi distribution under type-II censoring

被引:17
|
作者
Almarashi, Abdullah M. [1 ]
Algarni, Ali [1 ]
Abd-Elmougod, G. A. [2 ]
机构
[1] King Abdulaziz Univ, Fac Sci, Dept Stat, Jeddah, Saudi Arabia
[2] Damanhour Univ, Fac Sci, Dept Math, Damanhour, Egypt
关键词
Nadarajaha and Haghighi distribution; competing risks model; MCMC; classical and bayesian estimation; STEP-STRESS MODEL;
D O I
10.3233/JIFS-179546
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Time to failure in the lifetime experiments, common that units or individuals are failure with more than one caused of failure defined by competing risks problem. In this paper, we consider the problem of competing risks model when the failure time of units or individuals have Nadarajaha and Haghighi lifetime distribution [1] based on type-II censoring schemes. The point and interval estimates of model parameters are discussed with maximum likelihood and B ayes methods. In Bayesian approach, the MCMC method is employed. The theoretical results are discussed through real life data analysis and simulation study. Finally, we discussed the numerical results in some brief comments.
引用
收藏
页码:2591 / 2601
页数:11
相关论文
共 50 条