Regularized Mediation Analysis

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Documentation for package ‘regmed’ version 2.1.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

regmed-package	Regularized Mediation Analysis
med	Simulated dataset for regmed package
medsim	Simulated dataset for regmed package
mvregmed.dat.check	Helper function to check x, y, mediator for input to mvregmed functions
mvregmed.edges	For an object of class mvregmed, create edges for a graph object that can be used for plots, or for creating models input to lavaan function sem
mvregmed.fit	Multivariate regularized mediation model
mvregmed.graph.attributes	Setup attributes of graph object for plotting
mvregmed.grid	Fit a grid of mvregmed models over a vector of lambda penalty parameters
mvregmed.grid.bestfit	Choose best fit model from a grid search based on minimum Bayesian Information Criterion
mvregmed.grid.data	Helper function to summarize fits of models across a grid of lambda values
mvregmed.grid.update	Helper function to update parameters in a grid search
mvregmed.init	Helper function to setup data and parameters for input to mvregmed.fit and mvregmed.grid
mvregmed.lavaan.dat	Set up data to input to lavaan sem
mvregmed.lavaan.model	Setup a model for input to lavaan
plot.mvregmed.edges	For an object of class mvregmed, create edges for a graph object that can be used for plots, or for creating models input to lavaan function sem
plot.mvregmed.grid	Plot penalty parameter lambda versus BIC for model fits
plot.regmed.edges	For an object of class regmed, create edges for a graph object that can be used for plots, or for creating models input to lavaan function sem
plot.regmed.grid	Plots for regmed.grid object.
print.regmed	Regularized Mediation model for a specified lambda penalty value.
print.regmed.grid	Regularized mediation models over a vector grid of lambda penalty values.
regmed	Regularized Mediation Analysis
regmed.dat.check	Helper function to check x, y, mediator for input to mvregmed functions
regmed.edges	For an object of class regmed, create edges for a graph object that can be used for plots, or for creating models input to lavaan function sem
regmed.fit	Regularized Mediation model for a specified lambda penalty value.
regmed.grid	Regularized mediation models over a vector grid of lambda penalty values.
regmed.grid.bestfit	Find best fitting regmed model from regmed.grid object.
regmed.lavaan.dat	Set up data to input to lavaan sem
regmed.lavaan.model	Create a lavaan model
regmed.prefilter	Prefilter to reduce the number of mediators for subsequent analyses
summary.lavaan	Create a lavaan model
summary.mvregmed	Summary of mvregmed object
summary.mvregmed.grid	Fit a grid of mvregmed models over a vector of lambda penalty parameters
summary.regmed	Regularized Mediation model for a specified lambda penalty value.
summary.regmed.grid	Regularized mediation models over a vector grid of lambda penalty values.
x	Simulated dataset for regmed package
y	Simulated dataset for regmed package