Influence diagnostics in nonlinear reproductive dispersion models

被引:31
作者
Tang, NS
Wei, BC
Wang, XR
机构
[1] SE Univ, Dept Appl Math, Nanjing 210096, Peoples R China
[2] Yunnan Univ, Dept Stat, Kunming 650091, Peoples R China
基金
中国国家自然科学基金;
关键词
Cook distance; influence diagnostics; iterative weighted least squares; likelihood distance; nonlinear reproductive dispersion models;
D O I
10.1016/S0167-7152(99)00087-5
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
We extend some diagnostic methods studied by Pregibon (1981, Arm. Statist. 9, 705-724), Cook and Weisberg (1982, Residuals and Influence in Regression, Chapman & Hall, New York), and Wei (1998, Exponential Family Nonlinear Models, Springer, Singapore) to nonlinear reproductive dispersion models (NRDM, Jorgensen, 1997, The Theory of Dispersion Models, Chapman & Hall, London). The equivalency of case-deletion models and mean-shift outlier models in NRDM is investigated. Some of the diagnostic measures are illustrated with an example. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:59 / 68
页数:10
相关论文
共 14 条
[1]  
ANDERSEN EB, 1992, J ROY STAT SOC B MET, V54, P781
[2]   Influence diagnostics for linear longitudinal models [J].
Banerjee, M ;
Frees, EW .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1997, 92 (439) :999-1005
[3]  
CHATERJEE S, 1988, SENSITIVITY ANAL LIN
[4]   CASE-DELETION DIAGNOSTICS FOR MIXED MODELS [J].
CHRISTENSEN, R ;
PEARSON, LM ;
JOHNSON, W .
TECHNOMETRICS, 1992, 34 (01) :38-45
[5]  
Cook R. D., 1982, RESIDUALS INFLUENCE
[6]   DETECTION OF INFLUENTIAL OBSERVATION IN LINEAR-REGRESSION [J].
COOK, RD .
TECHNOMETRICS, 1977, 19 (01) :15-18
[7]  
COX D. R., 2000, Theoretical Statistics
[8]  
JORGENSEN B, 1983, BIOMETRIKA, V70, P19
[9]  
JORGENSEN B, 1992, SCAND J STAT, V19, P139
[10]  
Jorgensen B., 1997, THEORY DISPERSION MO