Meta-analysis of published data using a linear mixed-effects model

被引：132
作者：
Stram, DO
机构：
[1] Department of Preventive Medicine, University of Southern California, Los Angeles
来源：
BIOMETRICS | 1996年 / 52卷 / 02期
关键词：
effect heterogeneity; random effects; structural variances; variance components;
D O I：
10.2307/2532893
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
This paper describes the use of a linear mixed-effects regression model as a framework for the meta-analysis of published data. It generalizes the random-effects models used by DerSimonian and Laird (1986, Controlled Clinical Trials 7, 177-188) and Begg and Pilote (1991, Biometrics 47, 899-906), and describes the use of the model using examples from these papers and the data given by Tori et al. (1992, Journal of the National Cancer Institute 84, 407-414).
引用
收藏
页码：536 / 544
页数：9
相关论文
共 19 条
  • [1] ASYMPTOTICALLY EFFICIENT ESTIMATION OF COVARIANCE MATRICES WITH LINEAR STRUCTURE
    ANDERSON, TW
    [J]. ANNALS OF STATISTICS, 1973, 1 (01) : 135 - 141
  • [2] *APT SYST, 1991, GAUSS REF MAN
  • [3] A MODEL FOR INCORPORATING HISTORICAL CONTROLS INTO A METAANALYSIS
    BEGG, CB
    PILOTE, L
    [J]. BIOMETRICS, 1991, 47 (03) : 899 - 906
  • [4] APPROXIMATE INFERENCE IN GENERALIZED LINEAR MIXED MODELS
    BRESLOW, NE
    CLAYTON, DG
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1993, 88 (421) : 9 - 25
  • [5] EFFICACY OF BCG VACCINE IN THE PREVENTION OF TUBERCULOSIS - METAANALYSIS OF THE PUBLISHED LITERATURE
    COLDITZ, GA
    BREWER, TF
    BERKEY, CS
    WILSON, ME
    BURDICK, E
    FINEBERG, HV
    MOSTELLER, F
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1994, 271 (09): : 698 - 702
  • [6] METAANALYSIS IN CLINICAL-TRIALS
    DERSIMONIAN, R
    LAIRD, N
    [J]. CONTROLLED CLINICAL TRIALS, 1986, 7 (03): : 177 - 188
  • [7] DIXON WJ, 1988, BMDP STATISTICAL SOF, V2
  • [8] *EP, 1994, EPILOG PLUS STAT PAC
  • [9] GOLDSTEIN H, 1986, BIOMETRIKA, V73, P43
  • [10] HARVILLE DA, 1977, J AM STAT ASSOC, V72, P320, DOI 10.2307/2286796
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