Fitting fixed- and random-effects meta-analysis models using structural equation modeling with the sem and gsem commands

Palmer, Tom and Sterne, Jonathan A. C. (2015) Fitting fixed- and random-effects meta-analysis models using structural equation modeling with the sem and gsem commands. Stata Journal, 15 (3). pp. 645-671. ISSN 1536-867X

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Abstract

In this article, we demonstrate how to fit fixed- and random-effects meta-analysis, meta-regression, and multivariate outcome meta-analysis models under the structural equation modeling framework using the sem and gsem commands. While all of these models can be fit using existing user-written commands, formulating the models in the structural equation modeling framework provides deeper insight into how they work. Further, the heterogeneity test for meta-regression and multivariate meta-analysis is readily available from this output.

Item Type:
Journal Article
Journal or Publication Title:
Stata Journal
Additional Information:
Publisher does not allow archiving see Sherpa Romeo
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/2600/2601
Subjects:
ID Code:
76075
Deposited By:
Deposited On:
21 Oct 2015 05:04
Refereed?:
Yes
Published?:
Published
Last Modified:
01 Jan 2020 09:25