Likelihood Ratio Test and Non-parametric Test for Load Sharing

被引:0
|
作者
Sutar, Santosh Shashikant [1 ]
机构
[1] Shivaji Univ, Yashwantrao Chavan Sch Rural Dev, Kolhapur 416004, Maharashtra, India
关键词
conditional distribution; likelihood ratio test; load sharing; non-parametric test; order statistics; two-component parallel system; FAILURE; SYSTEM; MODEL; RELIABILITY; COMPONENTS; TIME; DISTRIBUTIONS; STATISTICS;
D O I
10.17713/ajs.v50i1.979
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 present article, we propose a likelihood ratio test and a non-parametric test for testing the load sharing effect observed in the two component parallel load sharing system. We have modeled the load sharing phenomenon observed in such system by the exponentiated conditional distribution function based load sharing model proposed by Sutar and Naik-Nimbalkar (2016). We have taken component baseline distribution as Weibull distribution and linear failure rate distribution. The simulation study to see the performance of proposed test procedures is reported. We analyze two data sets for illustrative purpose.
引用
收藏
页码:41 / 58
页数:18
相关论文
共 50 条
  • [21] A likelihood ratio test for nested proportions
    Chen, Yi-Fan
    Yabes, Jonathan G.
    Brooks, Maria M.
    Singh, Sonia
    Weissfeld, Lisa A.
    STATISTICS IN MEDICINE, 2015, 34 (03) : 525 - 538
  • [22] On the choice of the splitting ratio for the split likelihood ratio test
    Strieder, David
    Drton, Mathias
    ELECTRONIC JOURNAL OF STATISTICS, 2022, 16 (02): : 6631 - 6650
  • [23] Moderate deviation principle for likelihood ratio test in multivariate linear regression model
    Bai, Yansong
    Zhang, Yong
    Liu, Congmin
    JOURNAL OF MULTIVARIATE ANALYSIS, 2023, 194
  • [24] Non-parametric tests for the tail equivalence via empirical likelihood
    Jiang, Yuexiang
    Sun, Haoze
    Zhang, Yi
    Long, Huaigang
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 46 (21) : 10640 - 10656
  • [25] Bootstrap Restricted Likelihood Ratio Test for the Detection of Rare Variants
    Zeng, Ping
    Wang, Ting
    CURRENT GENOMICS, 2015, 16 (03) : 194 - 202
  • [26] Behavior Analysis of Power Generation Enterprises based on Non-Parametric Test and CHAID algorithm
    Mei, Wang
    Suibo
    ZhaoHaoyue
    ShiShuhong
    2018 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2018, : 651 - 658
  • [27] Likelihood ratio test for the analysis of germination percentages
    Rhie, Yongha
    Lee, Soyeon
    Noh, Hohsuk
    SEED SCIENCE RESEARCH, 2024,
  • [28] On the use of the likelihood ratio test methodology in pharmacovigilance
    Chakraborty, Saptarshi
    Liu, Anran
    Ball, Robert
    Markatou, Marianthi
    STATISTICS IN MEDICINE, 2022, 41 (27) : 5395 - 5420
  • [29] LIKELIHOOD RATIO TEST FOR DISCORDANCY WITH SLIPPAGE ALTERNATIVES
    HE, XM
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1990, 19 (10) : 3585 - 3594
  • [30] A likelihood ratio test for shrinkage covariance estimators
    Anderson, Dylan Z.
    van der Laan, John D.
    ALGORITHMS, TECHNOLOGIES, AND APPLICATIONS FOR MULTISPECTRAL AND HYPERSPECTRAL IMAGING XXX, 2024, 13031