Elastic Net Penalized Maximum Likelihood for Structural Equation Models

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Documentation for package ‘sparseSEM’ version 3.8-2

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

Help Pages

sparseSEM-package	sparseSEM: Sparse-Aware Maximum Likelihood for Structural Equation Models in Inferring Gene Regulatory Networks
B	True network edges
elasticNetSEM	The Elastic Net penalty for SEM
elasticNetSEMcv	The Elastic Net penalty for SEM with user supplied alphas and lambdas
elasticNetSEMpoint	The Elastic Net penalty for SEM
enSEM_stability_selection	Stability Selection for the Elastic Net penalized SEM
enSEM_stability_selection_parallel	Parallel Stability Selection for the Elastic Net penalized SEM
lassoSEM	The Lasso penalty for SEM
Missing	Missing Network Node dependent variable data
sparseSEM	sparseSEM: Sparse-Aware Maximum Likelihood for Structural Equation Models in Inferring Gene Regulatory Networks
X	Genotype matrix
Y	Gene expression matrix
yeast cisQTL GRN	Yeast cis-QTL Gene Regulatory Network Dataset