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 publication2016-08-18 12:40:32
MaintainerMike W.-L. Cheung <mikewlcheung@nus.edu.sg>
LicenseGPL (>= 2)
Version0.9.10
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)

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

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