Quasi-likelihood and pseudo-likelihood are not the same thing

被引:17
作者
Nelder, JA [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Math, London, England
关键词
D O I
10.1080/02664760050173328
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
Models described as using quasi-likelihood (QL) are often using a different approach based on the normal likelihood, which I call pseudo-likelihood. The two approaches are described and contrasted, and an example is used to illustrate the advantages of the QL approach proper.
引用
收藏
页码:1007 / 1011
页数:5
相关论文
共 11 条
[1]   SIGNAL-TO-NOISE RATIOS, PERFORMANCE CRITERIA, AND TRANSFORMATIONS [J].
BOX, G .
TECHNOMETRICS, 1988, 30 (01) :1-17
[2]   Generalized linear models for quality-improvement experiments [J].
Hamada, M ;
Nelder, JA .
JOURNAL OF QUALITY TECHNOLOGY, 1997, 29 (03) :292-304
[3]   The robustness of the quasilikelihood estimator [J].
Lee, Y ;
Nelder, JA .
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 1999, 27 (02) :321-327
[4]   Generalized linear models for the analysis of quality-improvement experiments [J].
Lee, Y ;
Nelder, JA .
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 1998, 26 (01) :95-105
[5]  
McCullagh P., 2019, Generalized Linear Models
[6]   ON A SEMIPARAMETRIC VARIANCE FUNCTION MODEL AND A TEST FOR HETEROSCEDASTICITY [J].
MULLER, HG ;
ZHAO, PL .
ANNALS OF STATISTICS, 1995, 23 (03) :946-967
[7]   Criteria for estimating the variance function used in the asymptotic quasi-likelihood approach [J].
Mvoi, S ;
Lin, YX .
JOURNAL OF APPLIED STATISTICS, 2000, 27 (03) :347-362
[8]   A tutorial on generalized linear models [J].
Myers, RH ;
Montgomery, DC .
JOURNAL OF QUALITY TECHNOLOGY, 1997, 29 (03) :274-291
[9]   AN EXTENDED QUASI-LIKELIHOOD FUNCTION [J].
NELDER, JA ;
PREGIBON, D .
BIOMETRIKA, 1987, 74 (02) :221-232
[10]  
Payne R.W., 1993, Genstat 5 Release 3 Reference Manual