CONSISTENCY AND ASYMPTOTIC NORMALITY OF THE MAXIMUM-LIKELIHOOD ESTIMATOR IN GENERALIZED LINEAR-MODELS

被引:344
作者
FAHRMEIR, L
KAUFMANN, H
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D O I
10.1214/aos/1176346597
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 ;
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页码:342 / 368
页数:27
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共 28 条
[1]  
BASAWA JV, 1983, ASYMPTOTIC OPTIMAL I
[2]   ASYMPTOTIC PROPERTIES OF ML ESTIMATORS WHEN SAMPLING FROM ASSOCIATED POPULATIONS [J].
BRADLEY, RA ;
GART, JJ .
BIOMETRIKA, 1962, 49 (1-2) :205-&
[3]   WEAK AND STRONG CONSISTENCY OF LEAST-SQUARES ESTIMATORS IN REGRESSION MODELS [J].
DRYGAS, H .
ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1976, 34 (02) :119-127
[4]   ASYMPTOTIC NORMALITY AND CONSISTENCY OF LAEAST SQUARES ESTIMATORS FOR FAMILIES OF LINAR REGRESSIONS [J].
EICKER, F .
ANNALS OF MATHEMATICAL STATISTICS, 1963, 34 (02) :447-&
[5]  
FAHRMEIR L, 1984, MULTIVARIATE STATIST
[6]   PIECEWISE EXPONENTIAL MODELS FOR SURVIVAL-DATA WITH COVARIATES [J].
FRIEDMAN, M .
ANNALS OF STATISTICS, 1982, 10 (01) :101-113
[7]   ASYMPTOTIC PROPERTIES OF THE MAXIMUM-LIKELIHOOD ESTIMATOR IN DICHOTOMOUS LOGIT-MODELS [J].
GOURIEROUX, C ;
MONFORT, A .
JOURNAL OF ECONOMETRICS, 1981, 17 (01) :83-97
[8]  
Haberman S. J., 1974, ANAL FREQUENCY DATA, VIV
[9]   LOG-LINEAR MODELS AND FREQUENCY TABLES WITH SMALL EXPECTED CELL COUNTS [J].
HABERMAN, SJ .
ANNALS OF STATISTICS, 1977, 5 (06) :1148-1169
[10]   MAXIMUM LIKELIHOOD ESTIMATES IN EXPONENTIAL RESPONSE MODELS [J].
HABERMAN, SJ .
ANNALS OF STATISTICS, 1977, 5 (05) :815-841