checkRAM: Check the correctness of the RAM formulation

In mikewlcheung/metasem: Meta-Analysis using Structural Equation Modeling

Check the correctness of the RAM formulation

Description

It provides simple checks on the correctness of the RAM formulation.

Usage

checkRAM(Amatrix, Smatrix, cor.analysis=TRUE)

Arguments

Amatrix	An asymmetric matrix in the RAM specification with MxMatrix-class. If it is a matrix, it will be converted into MxMatrix-class by the as.mxMatrix function.
Smatrix	A symmetric matrix in the RAM specification with MxMatrix-class. If it is a matrix, it will be converted into MxMatrix-class by the as.mxMatrix function.
cor.analysis	Logical. Analysis of correlation or covariance structure. There are additional checks for cor.analysis=TRUE.

Value

It returns silently if no error has been detected; otherwise, it returns a warning message.

Author(s)

Mike W.-L. Cheung <[e-mail]>

See Also

as.mxMatrix, lavaan2RAM

Examples

 
## Digman97 example
model1 <- "## Factor loadings
           Alpha=~A+C+ES
           Beta=~E+I
           ## Factor correlation
           Alpha~~Beta"

RAM1 <- lavaan2RAM(model1, obs.variables=c("A","C","ES","E","I"),
                   A.notation="on", S.notation="with")
RAM1

## The model is okay.    
checkRAM(Amatrix=RAM1$A, Smatrix=RAM1$S)

## Hunter83 example    
model2 <- "## Regression paths
           Job_knowledge ~ A2J*Ability
           Work_sample ~ A2W*Ability + J2W*Job_knowledge
           Supervisor ~ J2S*Job_knowledge + W2S*Work_sample

           ## Fix the variance of Ability at 1
           Ability ~~ 1*Ability

           ## Label the error variances of the dependent variables
           Job_knowledge ~~ VarE_J*Job_knowledge
           Work_sample ~~ VarE_W*Work_sample
           Supervisor ~~ VarE_S*Supervisor"

RAM2 <- lavaan2RAM(model2, obs.variables=c("Ability","Job_knowledge",
                   "Work_sample","Supervisor"))

## The model is okay.     
checkRAM(Amatrix=RAM2$A, Smatrix=RAM2$S)   

mikewlcheung/metasem documentation built on April 9, 2024, 2:17 a.m.