A GENERAL-MODEL FOR 2-LEVEL DATA WITH RESPONSES MISSING AT RANDOM

被引：37
作者：
MCDONALD, RP
机构：
[1] Department of Psychology, University of Illinois, Champaign, 61820, IL
来源：
PSYCHOMETRIKA | 1993年 / 58卷 / 04期
关键词：
MULTILEVEL DATA; MISSING DATA; LINEAR STRUCTURAL RELATIONS; COVARIANCE STRUCTURES;
D O I：
10.1007/BF02294828
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
A general model for two-level multivariate data, with responses possibly missing at random, is described. The model combines regressions on fixed explanatory variables with structured residual covariance matrices. The likelihood function is reduced to a form enabling computational methods for estimating the model to be devised.
引用
收藏
页码：575 / 585
页数：11
相关论文
共 19 条
[1]   STATISTICAL MODELING ISSUES IN SCHOOL EFFECTIVENESS STUDIES [J].
AITKIN, M ;
LONGFORD, N ;
PLEWIS, IF ;
WAKEFIELD, WB ;
CHATFIELD, C ;
GOLDSTEIN, H ;
REYNOLDS, D ;
COX, D ;
ECOB, R ;
GRAY, J ;
BELL, JF ;
BURSTEIN, L ;
DAWID, AP ;
HEALY, MJR ;
HUTCHISON, DA ;
KILGORE, S ;
PENDLETON, WW ;
LAIRD, NM ;
LOUIS, TA ;
PRAIS, SJ ;
RUTTER, M ;
MAUGHAN, B ;
OUSTON, J ;
SHARE, DL ;
SMITH, TMF .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 1986, 149 :1-43
[2]  
[Anonymous], 1979, ADV FACTOR ANAL STRU
[3]   RANDOM COEFFICIENT MODELS FOR MULTILEVEL ANALYSIS [J].
DELEEUW, J ;
KREFT, I .
JOURNAL OF EDUCATIONAL STATISTICS, 1986, 11 (01) :57-85
[4]   ESTIMATION IN COVARIANCE COMPONENTS MODELS [J].
DEMPSTER, AP ;
RUBIN, DB ;
TSUTAKAWA, RK .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1981, 76 (374) :341-353
[5]  
GOLDSTEIN H, 1986, BIOMETRIKA, V73, P43
[6]   A GENERAL-MODEL FOR THE ANALYSIS OF MULTILEVEL DATA [J].
GOLDSTEIN, H ;
MCDONALD, RP .
PSYCHOMETRIKA, 1988, 53 (04) :455-467
[7]  
Goldstein H., 1987, MULTILEVEL MODELS ED
[8]  
Hannan M., 1971, AGGREGATION DISAGGRE
[9]  
HARVILLE DA, 1977, J AM STAT ASSOC, V72, P320, DOI 10.2307/2286796
[10]   MULTILEVEL ANALYSIS OF STRUCTURAL EQUATION MODELS [J].
LEE, SY .
BIOMETRIKA, 1990, 77 (04) :763-772
12