metaSEM: Meta-Analysis using Structural Equation Modeling

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A collection of functions for conducting meta-analysis using a structural equation modeling (SEM) approach via the 'OpenMx' package. It also implements the two-stage SEM approach to conduct meta-analytic structural equation modeling on correlation and covariance matrices.

Author
Mike W.-L. Cheung <mikewlcheung@nus.edu.sg>
Date of publication
2016-08-18 12:40:32
Maintainer
Mike W.-L. Cheung <mikewlcheung@nus.edu.sg>
License
GPL (>= 2)
Version
0.9.10
URLs

View on CRAN

Man pages

Aloe14
Multivariate effect sizes between classroom management...
anova
Compare Nested Models with Likelihood Ratio Statistic
as.mxMatrix
Convert a Matrix into MxMatrix-class
asyCov
Compute Asymptotic Covariance Matrix of a...
BCG
Dataset on the Effectiveness of the BCG Vaccine for...
bdiagMat
Create a Block Diagonal Matrix
bdiagRep
Create a Block Diagonal Matrix by Repeating the Input
Becker09
Ten Studies of Correlation Matrices used by Becker (2009)
Becker83
Studies on Sex Differences in Conformity Reported by Becker...
Becker92
Six Studies of Correlation Matrices reported by Becker (1992;...
Becker94
Five Studies of Ten Correlation Matrices reported by Becker...
Berkey98
Five Published Trails from Berkey et al. (1998)
Bornmann07
A Dataset from Bornmann et al. (2007)
Cheung00
Fifty Studies of Correlation Matrices used in Cheung and Chan...
Cheung09
A Data Set from TSSEM User's Guide Version 1.11 by Cheung...
coef
Extract Parameter Estimates from tssem1FEM,...
Cooper03
Selected effect sizes from Cooper et al. (2003)
create.Fmatrix
Create an F matrix to select observed variables
create.mxMatrix
Create a Vector into MxMatrix-class
Diag
Matrix Diagonals
Digman97
Factor Correlation Matrices of Big Five Model from Digman...
HedgesOlkin85
Effects of Open Education Reported by Hedges and Olkin (1985)
homoStat
Test the Homogeneity of Effect Sizes
Hox02
Simulated Effect Sizes Reported by Hox (2002)
Hunter83
Fourteen Studies of Correlation Matrices reported by Hunter...
impliedSigma
Create the Model Implied Correlation or Covariance Matrix
indirectEffect
Estimate the asymptotic covariance matrix of standardized or...
is.pd
Test Positive Definiteness of a List of Square Matrices
issp05
Data Set from ISSP (2005)
issp89
Data Set from Cheung and Chan (2005; 2009)
Jaramillo05
Dataset from Jaramillo, Mulki & Marshall (2005)
lavaan2RAM
Convert 'lavaan' models to RAM models
list2matrix
Convert a List of Symmetric Matrices into a Stacked Matrix
Mak09
Eight studies from Mak et al. (2009)
matrix2bdiag
Convert a Matrix into a Block Diagonal Matrix
meta
Univariate and Multivariate Meta-Analysis with Maximum...
meta2semPlot
Convert 'metaSEM' objects into 'semPlotModel' objects for...
meta3
Three-Level Univariate Meta-Analysis with Maximum Likelihood...
metaSEM-package
Meta-Analysis using Structural Equation Modeling
Norton13
Studies on the Hospital Anxiety and Depression Scale Reported...
pattern.n
Display the Accumulative Sample Sizes for the Covariance...
pattern.na
Display the Pattern of Missing Data of a List of Square...
plot.meta
Plot method for meta objects
print
Print Methods for various Objects
readData
Read External Correlation/Covariance Matrices
reml
Estimate Variance Components with Restricted (Residual)...
reml3
Estimate Variance Components in Three-Level Univariate...
rerun
Rerun models via mxTryHard()
Roorda11
Studies on Students' School Engagement and Achievement...
summary
Summary Method for tssem1, wls, meta and meta3X Objects
tssem1
First Stage of the Two-Stage Structural Equation Modeling...
VarCorr
Extract Variance Covariance Matrix of the Random Effects
vcov
Extract Covariance Matrix Parameter Estimates from Various...
vec2symMat
Convert a Vector into a Symmetric Matrix
wls
Conduct a Correlation/Covariance Structure Analysis with WLS
wvs94a
Forty-four Studies from Cheung (2013)
wvs94b
Forty-four Covariance Matrices on Life Satisfaction, Job...

Files in this package

metaSEM
metaSEM/inst
metaSEM/inst/CITATION
metaSEM/inst/doc
metaSEM/inst/doc/metaSEM.pdf
metaSEM/inst/doc/Examples.html.asis
metaSEM/inst/doc/metaSEM.pdf.asis
metaSEM/inst/doc/Examples.html
metaSEM/NAMESPACE
metaSEM/NEWS
metaSEM/data
metaSEM/data/wvs94b.rda
metaSEM/data/Jaramillo05.rda
metaSEM/data/issp89.rda
metaSEM/data/Cheung00.rda
metaSEM/data/Hunter83.rda
metaSEM/data/Roorda11.rda
metaSEM/data/HedgesOlkin85.rda
metaSEM/data/Bornmann07.rda
metaSEM/data/Cooper03.rda
metaSEM/data/Berkey98.rda
metaSEM/data/Aloe14.rda
metaSEM/data/Digman97.rda
metaSEM/data/issp05.rda
metaSEM/data/Becker09.rda
metaSEM/data/Mak09.rda
metaSEM/data/BCG.rda
metaSEM/data/Norton13.rda
metaSEM/data/Cheung09.rda
metaSEM/data/Becker83.rda
metaSEM/data/Becker94.rda
metaSEM/data/wvs94a.rda
metaSEM/data/Becker92.rda
metaSEM/data/Hox02.rda
metaSEM/R
metaSEM/R/homoStat.R
metaSEM/R/rerun.R
metaSEM/R/plot.meta.R
metaSEM/R/asyCov.R
metaSEM/R/create.mxMatrix.R
metaSEM/R/pattern.n.R
metaSEM/R/list2matrix.R
metaSEM/R/bdiagRep.R
metaSEM/R/tssem.R
metaSEM/R/meta2semPlot.R
metaSEM/R/readDataSet.R
metaSEM/R/meta.R
metaSEM/R/meta3.R
metaSEM/R/indirectEffect.R
metaSEM/R/lavaan2RAM.R
metaSEM/R/pattern.na.R
metaSEM/R/as.mxMatrix.R
metaSEM/R/Diag.R
metaSEM/R/impliedSigma.R
metaSEM/R/meta3X.R
metaSEM/R/hidden.R
metaSEM/R/matrix2bdiag.R
metaSEM/R/reml.R
metaSEM/R/reml3.R
metaSEM/R/summary.R
metaSEM/R/bdiagMat.R
metaSEM/R/vec2symMat.R
metaSEM/R/is.pd.R
metaSEM/R/create.Fmatrix.R
metaSEM/R/zzz.R
metaSEM/vignettes
metaSEM/vignettes/Examples.html.asis
metaSEM/vignettes/metaSEM.pdf.asis
metaSEM/README.md
metaSEM/MD5
metaSEM/build
metaSEM/build/vignette.rds
metaSEM/DESCRIPTION
metaSEM/man
metaSEM/man/meta.Rd
metaSEM/man/list2matrix.Rd
metaSEM/man/VarCorr.Rd
metaSEM/man/Norton13.Rd
metaSEM/man/plot.meta.Rd
metaSEM/man/wvs94a.Rd
metaSEM/man/matrix2bdiag.Rd
metaSEM/man/anova.Rd
metaSEM/man/issp89.Rd
metaSEM/man/rerun.Rd
metaSEM/man/asyCov.Rd
metaSEM/man/reml.Rd
metaSEM/man/Cheung09.Rd
metaSEM/man/wvs94b.Rd
metaSEM/man/Mak09.Rd
metaSEM/man/Hox02.Rd
metaSEM/man/vec2symMat.Rd
metaSEM/man/create.Fmatrix.Rd
metaSEM/man/readData.Rd
metaSEM/man/homoStat.Rd
metaSEM/man/impliedSigma.Rd
metaSEM/man/Hunter83.Rd
metaSEM/man/bdiagMat.Rd
metaSEM/man/lavaan2RAM.Rd
metaSEM/man/indirectEffect.Rd
metaSEM/man/Jaramillo05.Rd
metaSEM/man/Berkey98.Rd
metaSEM/man/bdiagRep.Rd
metaSEM/man/tssem1.Rd
metaSEM/man/HedgesOlkin85.Rd
metaSEM/man/pattern.n.Rd
metaSEM/man/Aloe14.Rd
metaSEM/man/Digman97.Rd
metaSEM/man/wls.Rd
metaSEM/man/reml3.Rd
metaSEM/man/Becker92.Rd
metaSEM/man/BCG.Rd
metaSEM/man/Cheung00.Rd
metaSEM/man/Becker09.Rd
metaSEM/man/Cooper03.Rd
metaSEM/man/Roorda11.Rd
metaSEM/man/vcov.Rd
metaSEM/man/Bornmann07.Rd
metaSEM/man/is.pd.Rd
metaSEM/man/as.mxMatrix.Rd
metaSEM/man/metaSEM-package.Rd
metaSEM/man/pattern.na.Rd
metaSEM/man/print.Rd
metaSEM/man/Becker94.Rd
metaSEM/man/Becker83.Rd
metaSEM/man/coef.Rd
metaSEM/man/summary.Rd
metaSEM/man/Diag.Rd
metaSEM/man/issp05.Rd
metaSEM/man/meta3.Rd
metaSEM/man/create.mxMatrix.Rd
metaSEM/man/meta2semPlot.Rd