metaSEM: Meta-Analysis using Structural Equation Modeling
Version 0.9.14

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.

AuthorMike W.-L. Cheung <mikewlcheung@nus.edu.sg>
Date of publication2017-05-18 07:25:05 UTC
MaintainerMike W.-L. Cheung <mikewlcheung@nus.edu.sg>
LicenseGPL (>= 2)
Version0.9.14
URL https://github.com/mikewlcheung/metasem
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("metaSEM")

Getting started

Package overview
README.md

Popular man pages

anova: Compare Nested Models with Likelihood Ratio Statistic
asyCov: Compute Asymptotic Covariance Matrix of a...
Cheung09: A Data Set from TSSEM User's Guide Version 1.11 by Cheung...
create.mxMatrix: Create a Vector into MxMatrix-class
homoStat: Test the Homogeneity of Effect Sizes
Mak09: Eight studies from Mak et al. (2009)
metaSEM-package: Meta-Analysis using Structural Equation Modeling
See all...

All man pages Function index File listing

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)
Boer16: Correlation Matrices from Boer et al. (2016)
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,...
Cooke16: Correlation Matrices from Cooke et al. (2016)
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...
impliedR: Create or Generate the Model Implied Correlation or...
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
Nohe15: Correlation Matrices from Nohe et al. (2015)
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
rCorSam: Generate Sample/Population Correlation/Covariance Matrices
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...
smdMES: Compute Effect Sizes for Multiple End-point Studies
smdMTS: Compute Effect Sizes for Multiple Treatment Studies
summary: Summary Method for tssem1, wls, meta and meta3X Objects
tssem1: First Stage of the Two-Stage Structural Equation Modeling...
uniR1: First Stage analysis of the univariate R (uniR) approach
uniR2: Second Stage analysis of the univariate R (uniR) approach
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...

Functions

Aloe14 Man page
BCG Man page
Becker09 Man page
Becker83 Man page
Becker92 Man page
Becker94 Man page
Berkey98 Man page
Boer16 Man page
Bornmann07 Man page
Cheung00 Man page
Cheung09 Man page
Cooke16 Man page
Cooper03 Man page
Diag Man page Source code
Diag<- Man page
Digman97 Man page
HedgesOlkin85 Man page
Hox02 Man page
Hunter83 Man page
I2 Source code
Jaramillo05 Man page
Mak09 Man page
Nohe15A1 Man page
Nohe15A2 Man page
Norton13 Man page
R2 Source code
Roorda11 Man page
VarCorr Man page Source code
anova.meta Man page Source code
anova.meta3X Man page Source code
anova.reml Man page Source code
anova.wls Man page Source code
as.mxMatrix Man page Source code
asyCov Man page Source code
bdiagMat Man page Source code
bdiagRep Man page Source code
coef.MxRAMModel Man page Source code
coef.meta Man page Source code
coef.meta3X Man page Source code
coef.reml Man page Source code
coef.tssem1FEM Man page Source code
coef.tssem1FEM.cluster Man page Source code
coef.tssem1REM Man page Source code
coef.wls Man page Source code
coef.wls.cluster Man page Source code
create.Fmatrix Man page Source code
create.mxMatrix Man page Source code
homoStat Man page Source code
impliedR Man page Source code
indirectEffect Man page Source code
is.pd Man page Source code
issp05 Man page
issp89 Man page
lavJacobianD Source code
lavaan2RAM Man page Source code
list2matrix Man page Source code
matrix2bdiag Man page Source code
meta Man page Source code
meta2semPlot Man page Source code
meta3 Man page Source code
meta3X Man page Source code
metaSEM Man page
metaSEM-package Man page
minus2LL Source code
ndepwlsChisq Source code
onAttach Source code
pattern.n Man page Source code
pattern.na Man page Source code
plot.meta Man page Source code
print.impliedR Man page Source code
print.meta Man page Source code
print.meta3X Man page Source code
print.reml Man page Source code
print.summary.CorPop Man page Source code
print.summary.meta Man page Source code
print.summary.meta3X Man page Source code
print.summary.reml Man page Source code
print.summary.tssem1FEM Man page Source code
print.summary.tssem1FEM.cluster Man page
print.summary.wls Man page Source code
print.tssem1FEM Man page Source code
print.tssem1FEM.cluster Man page Source code
print.tssem1REM Man page Source code
print.uniR1 Man page Source code
print.wls Man page Source code
rCor Man page Source code
rCorPop Man page Source code
rCorSam Man page Source code
readFullMat Man page Source code
readLowTriMat Man page Source code
readStackVec Man page Source code
reml Man page Source code
reml3 Man page Source code
rerun Man page Source code
rimpliedR Man page Source code
rmseaCI Source code
smdMES Man page Source code
smdMTS Man page Source code
solve Source code
startValues Source code
summary.CorPop Man page Source code
summary.meta Man page Source code
summary.meta3X Man page Source code
summary.reml Man page Source code
summary.tssem1FEM Man page Source code
summary.tssem1FEM.cluster Man page Source code
summary.tssem1REM Man page Source code
summary.wls Man page Source code
summary.wls.cluster Man page Source code
tssem1 Man page Source code
tssem1FEM Man page Source code
tssem1REM Man page Source code
tssem2 Man page Source code
uniR1 Man page Source code
uniR2lavaan Man page Source code
uniR2mx Man page Source code
vcov.MxRAMModel Man page Source code
vcov.meta Man page Source code
vcov.meta3X Man page Source code
vcov.reml Man page Source code
vcov.tssem1FEM Man page Source code
vcov.tssem1FEM.cluster Man page Source code
vcov.tssem1REM Man page Source code
vcov.wls Man page Source code
vcov.wls.cluster Man page Source code
vec2symMat Man page Source code
wls Man page Source code
wvs94a Man page
wvs94b Man page

Files

inst
inst/CITATION
inst/doc
inst/doc/metaSEM.pdf
inst/doc/Examples.html.asis
inst/doc/metaSEM.pdf.asis
inst/doc/Examples.html
NAMESPACE
NEWS
data
data/wvs94b.rda
data/Jaramillo05.rda
data/issp89.rda
data/Nohe15A2.rda
data/Cheung00.rda
data/Boer16.rda
data/Hunter83.rda
data/Roorda11.rda
data/Cooke16.rda
data/HedgesOlkin85.rda
data/Bornmann07.rda
data/Cooper03.rda
data/Berkey98.rda
data/Aloe14.rda
data/Digman97.rda
data/issp05.rda
data/Becker09.rda
data/Mak09.rda
data/BCG.rda
data/Norton13.rda
data/Cheung09.rda
data/Becker83.rda
data/Becker94.rda
data/Nohe15A1.rda
data/wvs94a.rda
data/Becker92.rda
data/Hox02.rda
R
R/homoStat.R
R/rerun.R
R/plot.meta.R
R/asyCov.R
R/create.mxMatrix.R
R/pattern.n.R
R/list2matrix.R
R/bdiagRep.R
R/tssem.R
R/meta2semPlot.R
R/impliedR.R
R/uniR.R
R/readDataSet.R
R/meta.R
R/meta3.R
R/indirectEffect.R
R/lavaan2RAM.R
R/smd.R
R/pattern.na.R
R/as.mxMatrix.R
R/Diag.R
R/meta3X.R
R/hidden.R
R/matrix2bdiag.R
R/reml.R
R/reml3.R
R/summary.R
R/bdiagMat.R
R/vec2symMat.R
R/is.pd.R
R/create.Fmatrix.R
R/zzz.R
R/genCor.R
vignettes
vignettes/Examples.html.asis
vignettes/metaSEM.pdf.asis
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/meta.Rd
man/list2matrix.Rd
man/VarCorr.Rd
man/Norton13.Rd
man/plot.meta.Rd
man/wvs94a.Rd
man/matrix2bdiag.Rd
man/anova.Rd
man/issp89.Rd
man/rerun.Rd
man/asyCov.Rd
man/reml.Rd
man/Cheung09.Rd
man/wvs94b.Rd
man/Mak09.Rd
man/smdMES.Rd
man/Hox02.Rd
man/vec2symMat.Rd
man/create.Fmatrix.Rd
man/Boer16.Rd
man/readData.Rd
man/homoStat.Rd
man/Nohe15.Rd
man/Hunter83.Rd
man/bdiagMat.Rd
man/lavaan2RAM.Rd
man/indirectEffect.Rd
man/Jaramillo05.Rd
man/Berkey98.Rd
man/bdiagRep.Rd
man/tssem1.Rd
man/uniR2.Rd
man/HedgesOlkin85.Rd
man/pattern.n.Rd
man/Aloe14.Rd
man/Digman97.Rd
man/wls.Rd
man/reml3.Rd
man/rCorSam.Rd
man/smdMTS.Rd
man/Becker92.Rd
man/BCG.Rd
man/Cheung00.Rd
man/Becker09.Rd
man/Cooper03.Rd
man/Roorda11.Rd
man/vcov.Rd
man/Bornmann07.Rd
man/uniR1.Rd
man/Cooke16.Rd
man/is.pd.Rd
man/as.mxMatrix.Rd
man/metaSEM-package.Rd
man/pattern.na.Rd
man/print.Rd
man/Becker94.Rd
man/Becker83.Rd
man/coef.Rd
man/summary.Rd
man/impliedR.Rd
man/Diag.Rd
man/issp05.Rd
man/meta3.Rd
man/create.mxMatrix.Rd
man/meta2semPlot.Rd
metaSEM documentation built on May 20, 2017, 2:19 a.m.