Laws of iterated logarithm for MLE of generalized linear model randomly censored with incomplete information

被引:1
|
作者
Xiao, Zhihong [1 ]
Liu, Luqin [2 ]
机构
[1] Huazhong Agr Univ, Sch Sci, Wuhan 430070, Peoples R China
[2] Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1016/j.spl.2008.11.016
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 this paper, we define the generalized linear model (GLM) based on the observed data with incomplete information in the case of random censorship, and obtain a law of iterated logarithm and a Chung type law of iterated logarithm for the maximum likelihood estimator (MLE) & in this model. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:789 / 796
页数:8
相关论文
共 50 条
  • [31] Asymptotics for a censored generalized linear model with unknown link function
    Wang, Yanhua
    He, Shuyuan
    Zhu, Lixing
    Yuen, Kam C.
    [J]. PROBABILITY THEORY AND RELATED FIELDS, 2007, 138 (1-2) : 235 - 267
  • [32] Asymptotics of the goodness-of-fit test for a partial linear model with randomly censored data
    Chen, M
    Yuen, KC
    Zhu, LX
    [J]. SCIENCE IN CHINA SERIES A-MATHEMATICS, 2003, 46 (02): : 145 - 158
  • [33] Composite quantile estimation in partially functional linear regression model with randomly censored responses
    Wu, Chengxin
    Ling, Nengxiang
    Vieu, Philippe
    Fan, Guoliang
    [J]. TEST, 2024,
  • [34] Asymptotics of the goodness-of-fit test for a partial linear model with randomly censored data
    Min Chen
    Kam C. Yuen
    Lixing Zhu
    [J]. Science in China Series A: Mathematics, 2003, 46 : 145 - 158
  • [35] Asymptotics of the goodness-of-fit test for a partial linear model with randomly censored data
    陈敏
    Kam C.YUEN
    朱力行
    [J]. Science China Mathematics, 2003, (02) : 145 - 158
  • [36] Semi-Functional Partial Linear Quantile Regression Model with Randomly Censored Responses
    Ling, Nengxiang
    Yang, Jintao
    Yu, Tonghui
    Ding, Hui
    Jia, Zhaoli
    [J]. COMMUNICATIONS IN MATHEMATICS AND STATISTICS, 2024,
  • [37] Generalized linear-quadratic stochastic control problem with incomplete information
    Rubinovich, EY
    [J]. AUTOMATION AND REMOTE CONTROL, 1997, 58 (07) : 1243 - 1262
  • [38] Generalized Rough set Model for a Special Incomplete Information Table
    Tang Xinting
    Zhang Xiaofeng
    Zhang Lifeng
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 5984 - 5988
  • [39] A LAW OF ITERATED LOGARITHM FOR CADLAG VECTOR LOCAL MARTINGALES AND ITS APPLICATION IN MULTIPLE LINEAR-REGRESSION MODEL
    DARWICH, AR
    [J]. COMPTES RENDUS DE L ACADEMIE DES SCIENCES SERIE I-MATHEMATIQUE, 1989, 309 (06): : 387 - 390
  • [40] Quasi-Likelihood for Right-Censored Data in the Generalized Linear Model
    Yu, Lili
    Yu, Ruifeng
    Liu, Liang
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2009, 38 (13) : 2187 - 2200