metaSEM: Meta-Analysis using Structural Equation Modeling

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 publication2017-01-23 13:49:59
MaintainerMike W.-L. Cheung <mikewlcheung@nus.edu.sg>
LicenseGPL (>= 2)
Version0.9.12
https://github.com/mikewlcheung/metasem

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)

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 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

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

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...

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
anova.meta Man page
anova.meta3X Man page
anova.reml Man page
anova.wls Man page
as.mxMatrix Man page
asyCov Man page
BCG Man page
bdiagMat Man page
bdiagRep 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
coef.meta Man page
coef.meta3X Man page
coef.MxRAMModel Man page
coef.reml Man page
coef.tssem1FEM Man page
coef.tssem1FEM.cluster Man page
coef.tssem1REM Man page
coef.wls Man page
coef.wls.cluster Man page
Cooke16 Man page
Cooper03 Man page
create.Fmatrix Man page
create.mxMatrix Man page
Diag Man page
Diag<- Man page
Digman97 Man page
HedgesOlkin85 Man page
homoStat Man page
Hox02 Man page
Hunter83 Man page
impliedR Man page
indirectEffect Man page
is.pd Man page
issp05 Man page
issp89 Man page
Jaramillo05 Man page
lavaan2RAM Man page
list2matrix Man page
Mak09 Man page
matrix2bdiag Man page
meta Man page
meta2semPlot Man page
meta3 Man page
meta3X Man page
metaSEM Man page
metaSEM-package Man page
Nohe15A1 Man page
Nohe15A2 Man page
Norton13 Man page
pattern.n Man page
pattern.na Man page
plot.meta Man page
print.impliedR Man page
print.meta Man page
print.meta3X Man page
print.reml Man page
print.summary.meta Man page
print.summary.meta3X Man page
print.summary.reml Man page
print.summary.tssem1FEM Man page
print.summary.tssem1FEM.cluster Man page
print.summary.wls Man page
print.tssem1FEM Man page
print.tssem1FEM.cluster Man page
print.tssem1REM Man page
print.uniR1 Man page
print.wls Man page
readFullMat Man page
readLowTriMat Man page
readStackVec Man page
reml Man page
reml3 Man page
rerun Man page
Roorda11 Man page
summary.meta Man page
summary.meta3X Man page
summary.reml Man page
summary.tssem1FEM Man page
summary.tssem1FEM.cluster Man page
summary.tssem1REM Man page
summary.wls Man page
summary.wls.cluster Man page
tssem1 Man page
tssem1FEM Man page
tssem1REM Man page
tssem2 Man page
uniR1 Man page
uniR2lavaan Man page
uniR2mx Man page
VarCorr Man page
vcov.meta Man page
vcov.meta3X Man page
vcov.MxRAMModel Man page
vcov.reml Man page
vcov.tssem1FEM Man page
vcov.tssem1FEM.cluster Man page
vcov.tssem1REM Man page
vcov.wls Man page
vcov.wls.cluster Man page
vec2symMat Man page
wls Man page
wvs94a Man page
wvs94b Man page

Files

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/Nohe15A2.rda
metaSEM/data/Cheung00.rda
metaSEM/data/Boer16.rda
metaSEM/data/Hunter83.rda
metaSEM/data/Roorda11.rda
metaSEM/data/Cooke16.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/Nohe15A1.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/impliedR.R metaSEM/R/uniR.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/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/Boer16.Rd metaSEM/man/readData.Rd metaSEM/man/homoStat.Rd metaSEM/man/Nohe15.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/uniR2.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/uniR1.Rd metaSEM/man/Cooke16.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/impliedR.Rd metaSEM/man/Diag.Rd metaSEM/man/issp05.Rd metaSEM/man/meta3.Rd metaSEM/man/create.mxMatrix.Rd metaSEM/man/meta2semPlot.Rd

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Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.