regsem

Regularized Structural Equation Modeling

Uses both ridge and lasso penalties (and extensions) to penalize specific parameters in structural equation models. The package offers additional cost functions, cross validation, and other extensions beyond traditional structural equation models.

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Description file content

Package
regsem
Type
Package
Title
Regularized Structural Equation Modeling
Version
1.0.6
Author
Ross Jacobucci[aut,cre], Kevin J. Grimm [ctb], Andreas M. Brandmaier [ctb], Sarfaraz Serang [ctb]
Maintainer
Ross Jacobucci
Description
Uses both ridge and lasso penalties (and extensions) to penalize specific parameters in structural equation models. The package offers additional cost functions, cross validation, and other extensions beyond traditional structural equation models.
License
GPL (>= 2)
LazyData
TRUE
Depends
lavaan, Rcpp
Suggests
snowfall, MASS, GA, caret, glmnet, ISLR, lbfgs, Rsolnp, numDeriv, nloptr, optimx, semPlot, colorspace
LinkingTo
Rcpp, RcppArmadillo
RoxygenNote
6.0.1
NeedsCompilation
yes
Packaged
2017-12-06 00:22:32 UTC; rjacobuc
Repository
CRAN
Date/Publication
2017-12-06 04:37:40 UTC

install.packages('regsem')

1.0.6

2 months ago

Ross Jacobucci

GPL (>= 2)

Depends on

lavaan, Rcpp

Suggests

snowfall, MASS, GA, caret, glmnet, ISLR, lbfgs, Rsolnp, numDeriv, nloptr, optimx, semPlot, colorspace

Discussions