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
  • [41] A likelihood based test for the weakest-link property using non-parametric principles and in the presence of missing data
    Wolstenholme, LC
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2002, 31 (02) : 201 - 212
  • [42] A Parametric Generalized Likelihood Ratio Test for Airborne Bistatic Radar Systems
    Klintberg, Jacob
    McKelvey, Tomas
    Dammert, Patrik
    2022 IEEE RADAR CONFERENCE (RADARCONF'22), 2022,
  • [43] A simple non-parametric test for decreasing mean time to failure
    Sudheesh K. Kattumannil
    P. Anisha
    Statistical Papers, 2019, 60 : 73 - 87
  • [44] A non-parametric maximum test for the Behrens-Fisher problem
    Welz, Anke
    Ruxton, Graeme D.
    Neuhaeuser, Markus
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 88 (07) : 1336 - 1347
  • [45] A Sequential Non-Parametric Multivariate Two-Sample Test
    Lheritier, Alix
    Cazals, Frederic
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2018, 64 (05) : 3361 - 3370
  • [46] A NON-PARAMETRIC TEST FOR THE RELIABILITY OF THE DIFFERENCE BETWEEN TWO PROPORTIONS
    Gengerelli, J. A.
    Michael, John L.
    JOURNAL OF PSYCHOLOGY, 1953, 36 (01): : 127 - 130
  • [47] A simple non-parametric test for decreasing mean time to failure
    Kattumannil, Sudheesh K.
    Anisha, P.
    STATISTICAL PAPERS, 2019, 60 (01) : 73 - 87
  • [48] A non-parametric test for multi-variate trend functions
    Zhang, Erhua
    Song, Xiaojun
    Wu, Jilin
    JOURNAL OF TIME SERIES ANALYSIS, 2022, 43 (06) : 856 - 871
  • [49] A Non-parametric Test and Predictive Model for Signed Path Dependence
    Fabio S. Dias
    Gareth W. Peters
    Computational Economics, 2020, 56 : 461 - 498
  • [50] A non-parametric spatial independence test using symbolic entropy
    Lopez, Fernando
    Matilla-Garcia, Mariano
    Mur, Jesus
    Ruiz Marin, Manuel
    REGIONAL SCIENCE AND URBAN ECONOMICS, 2010, 40 (2-3) : 106 - 115