metaSEM1.5.0 package

Meta-Analysis using Structural Equation Modeling

anova

Compare Nested Models with Likelihood Ratio Statistic

as.mxAlgebra

Convert a Character Matrix into MxAlgebra-class

as.mxMatrix

Convert a Matrix into MxMatrix-class

as.symMatrix

Convert a Character Matrix with Starting Values to a Character Matrix ...

asyCov

Compute Asymptotic Covariance Matrix of a Correlation/Covariance Matri...

bdiagMat

Create a Block Diagonal Matrix

bdiagRep

Create a Block Diagonal Matrix by Repeating the Input

bootuniR1

Parametric bootstrap on the univariate R (uniR) object

bootuniR2

Fit Models on the bootstrapped correlation matrices

calEffSizes

Calculate Effect Sizes using lavaan Models

checkRAM

Check the correctness of the RAM formulation

coef

Extract Parameter Estimates from various classes.

Cor2DataFrame

Convert correlation or covariance matrices into a dataframe of correla...

create.Fmatrix

Create an F matrix to select observed variables

create.modMatrix

Create a moderator matrix used in OSMASEM

create.mxMatrix

Create a Vector into MxMatrix-class

create.Tau2

Create a variance component of the heterogeneity of the random effects

create.V

Create a V-known matrix

create.vechsR

Create a model implied correlation matrix with implicit diagonal const...

Diag

Matrix Diagonals

homoStat

Test the Homogeneity of Effect Sizes

impliedR

Create or Generate the Model Implied Correlation or Covariance Matrice...

indirectEffect

Estimate the asymptotic covariance matrix of standardized or unstandar...

is.pd

Test Positive Definiteness of a List of Square Matrices

lavaan2RAM

Convert lavaan models to RAM models

list2matrix

Convert a List of Symmetric Matrices into a Stacked Matrix

matrix2bdiag

Convert a Matrix into a Block Diagonal Matrix

meta

Univariate and Multivariate Meta-Analysis with Maximum Likelihood Esti...

meta2semPlot

Convert metaSEM objects into semPlotModel objects for plotting

meta3L

Three-Level Univariate Meta-Analysis with Maximum Likelihood Estimatio...

metaSEM-package

Meta-Analysis using Structural Equation Modeling

Nohe15

Correlation Matrices from Nohe et al. (2015)

osmasem

One-stage meta-analytic structural equation modeling

osmasemR2

Calculate the R2 in OSMASEM and OSMASEM3L

osmasemSRMR

Calculate the SRMR in OSMASEM and OSMASEM3L

pattern.n

Display the Accumulative Sample Sizes for the Covariance Matrix

pattern.na

Display the Pattern of Missing Data of a List of Square Matrices

plot

Plot methods for various objects

print

Print Methods for various Objects

rCor

Generate (Nested) Sample/Population Correlation/Covariance Matrices

readData

Read External Correlation/Covariance Matrices

reml

Estimate Variance Components with Restricted (Residual) Maximum Likeli...

reml3L

Estimate Variance Components in Three-Level Univariate Meta-Analysis w...

rerun

Rerun models via mxTryHard()

sem

Fit a structural equation model using OpenMx

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 meta3LFIML Objects

tssem1

First Stage of the Two-Stage Structural Equation Modeling (TSSEM)

tssemParaVar

Estimate the heterogeneity (SD) of the parameter estimates of the TSSE...

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 Objects of Various ...

vec2symMat

Convert a Vector into a Symmetric Matrix

wls

Conduct a Correlation/Covariance Structure Analysis with WLS

A collection of functions for conducting meta-analysis using a structural equation modeling (SEM) approach via the 'OpenMx' and 'lavaan' packages. It also implements various procedures to perform meta-analytic structural equation modeling on the correlation and covariance matrices, see Cheung (2015) <doi:10.3389/fpsyg.2014.01521>.

  • Maintainer: Mike Cheung
  • License: GPL (>= 2)
  • Last published: 2024-09-26