rsem: Robust Structural Equation Modeling with Missing Data and Auxiliary Variables

A robust procedure is implemented to estimate means and covariance matrix of multiple variables with missing data using Huber weight and then to estimate a structural equation model.

Author
Ke-Hai Yuan and Zhiyong Zhang
Date of publication
2015-05-15 09:20:12
Maintainer
Zhiyong Zhang <zhiyongzhang@nd.edu>
License
GPL-2
Version
0.4.6
URLs

View on CRAN

Man pages

mardiamv25
Simulated data
rsem
The main function for robust SEM analysis
rsem.Ascov
Sandwich-type covariance matrix
rsem.DP
Generate a duplication matrix
rsem.emmusig
Robust mean and covariance matrix using Huber-type weight
rsem.fit
Calculate robust test statistics
rsem.gname
Internal function
rsem.index
rsem.index function
rsem.indexv
rsem.indexv function
rsem.indexvc
rsem.indexvc function
rsem.lavaan
Conduct robust SEM analysis using lavaan
rsem-package
Robust Structural Equation Modeling with Missing Data and...
rsem.pattern
Obtaining missing data patterns
rsem.print
Organize the output for Lavaan with robust s.e. and test...
rsem.se
Calculate robust standard errors
rsem.ssq
Calculate the squared sum of a matrix
rsem.switch
swith function
rsem.switch.gamma
Internal function
rsem.vec
Stacking a matrix to a vector
rsem.vech
Stacking lower triange of a matrix to a vector
rsem.weight
Calculate weight for each subject
semdiag.combinations
Enumerate the Combinations of the Elements of a Vector
semdiag.read.eqs
Import of EQS outputs into R
semdiag.run.eqs
Run EQS from R

Files in this package

rsem
rsem/NAMESPACE
rsem/data
rsem/data/mardiamv25.txt.gz
rsem/data/mardiamv25_contaminated.txt.gz
rsem/R
rsem/R/rsem.R
rsem/R/lav_fun.R
rsem/MD5
rsem/DESCRIPTION
rsem/man
rsem/man/semdiag.read.eqs.Rd
rsem/man/rsem.vec.Rd
rsem/man/rsem.se.Rd
rsem/man/rsem.pattern.Rd
rsem/man/rsem.Ascov.Rd
rsem/man/rsem.vech.Rd
rsem/man/semdiag.combinations.Rd
rsem/man/rsem.weight.Rd
rsem/man/rsem-package.Rd
rsem/man/rsem.DP.Rd
rsem/man/rsem.index.Rd
rsem/man/rsem.switch.Rd
rsem/man/rsem.print.Rd
rsem/man/rsem.gname.Rd
rsem/man/semdiag.run.eqs.Rd
rsem/man/rsem.indexvc.Rd
rsem/man/rsem.Rd
rsem/man/rsem.emmusig.Rd
rsem/man/mardiamv25.Rd
rsem/man/rsem.ssq.Rd
rsem/man/rsem.fit.Rd
rsem/man/rsem.switch.gamma.Rd
rsem/man/rsem.lavaan.Rd
rsem/man/rsem.indexv.Rd