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metaSEM: an R package for meta-analysis using structural equation modeling

Frontiers in psychology, 2015-01, Vol.5, p.1521-1521 [Peer Reviewed Journal]

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Title:
metaSEM: an R package for meta-analysis using structural equation modeling
Author: Cheung, Mike W-L
Subjects: Meta-analysis ; Meta-analytic structural equation modeling ; metaSEM ; Psychology ; Structural Equation Modeling
Is Part Of: Frontiers in psychology, 2015-01, Vol.5, p.1521-1521
Description: The metaSEM package provides functions to conduct univariate, multivariate, and three-level meta-analyses using a structural equation modeling (SEM) approach via the OpenMx package in the R statistical platform. It also implements the two-stage SEM approach to conducting fixed- and random-effects meta-analytic SEM on correlation or covariance matrices. This paper briefly outlines the theories and their implementations. It provides a summary on how meta-analyses can be formulated as structural equation models. The paper closes with a conclusion on several relevant topics to this SEM-based meta-analysis. Several examples are used to illustrate the procedures in the supplementary material.
Publisher: Switzerland: Frontiers Media S.A
Language: English
Identifier: ISSN: 1664-1078
EISSN: 1664-1078
DOI: 10.3389/fpsyg.2014.01521
PMID: 25601849
Source: GFMER Free Medical Journals
PubMed Central
ROAD: Directory of Open Access Scholarly Resources
DOAJ Directory of Open Access Journals

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