A random effects generalized linear model for reliability compositive evaluation

被引:0
|
作者
ZHAO Hui1 & YU Dan2 1 School of Mathematics and Statistics
机构
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
success-failure life test; case Ⅰ" interval censored data; Weibull distribution; random effects; complementary log-log link function;
D O I
暂无
中图分类号
O213.2 [可靠性理论];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper first proposes a random effects generalized linear model to evaluate the storage life of one kind of high reliable and small sample-sized products by combining multi-sources information of products coming from the same population but stored at different environments. The relevant algorithms are also provided. Simulation results manifest the soundness and effectiveness of the proposed model.
引用
收藏
页码:2218 / 2226
页数:9
相关论文
共 50 条
  • [31] Random generalized linear model: a highly accurate and interpretable ensemble predictor
    Song, Lin
    Langfelder, Peter
    Horvath, Steve
    BMC BIOINFORMATICS, 2013, 14
  • [32] GENERALIZED LINEAR-MODELS WITH RANDOM EFFECTS - A GIBBS SAMPLING APPROACH
    ZEGER, SL
    KARIM, MR
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1991, 86 (413) : 79 - 86
  • [33] Standard errors for EM estimates in generalized linear models with random effects
    Friedl, H
    Kauermann, G
    BIOMETRICS, 2000, 56 (03) : 761 - 767
  • [34] Modeling the random effects covariance matrix for generalized linear mixed models
    Lee, Keunbaik
    Lee, JungBok
    Hagan, Joseph
    Yoo, Jae Keun
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2012, 56 (06) : 1545 - 1551
  • [35] Maximum posterior estimation of random effects in generalized linear mixed models
    Jiang, JM
    Jia, HM
    Chen, HG
    STATISTICA SINICA, 2001, 11 (01) : 97 - 120
  • [36] HIERARCHICAL SELECTION OF FIXED AND RANDOM EFFECTS IN GENERALIZED LINEAR MIXED MODELS
    Hui, Francis K. C.
    Mueller, Samuel
    Welsh, A. H.
    STATISTICA SINICA, 2017, 27 (02) : 501 - 518
  • [37] Generalized linear models with random effects for the description of data with excess zeros
    Mielenz, Norbert
    Thamm, Katrin
    Bulang, Michael
    Spilke, Joachim
    ARCHIV FUR TIERZUCHT-ARCHIVES OF ANIMAL BREEDING, 2011, 54 (06): : 661 - 675
  • [38] Bayesian inference for finite mixtures of generalized linear models with random effects
    Lenk, PJ
    DeSarbo, WS
    PSYCHOMETRIKA, 2000, 65 (01) : 93 - 119
  • [39] Generalized linear models with clustered data: Fixed and random effects models
    Brostrom, Goran
    Holmberg, Henrik
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2011, 55 (12) : 3123 - 3134
  • [40] Bayesian inference for finite mixtures of generalized linear models with random effects
    Peter J. Lenk
    Wayne S. DeSarbo
    Psychometrika, 2000, 65 : 93 - 119