Elastic Net Penalized Maximum Likelihood for Structural Equation Models with Network GPT Framework

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Documentation for package ‘sparseSEM’ version 4.0

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

Help Pages

sparseSEM-package	sparseSEM: Elastic Net Penalized Maximum Likelihood for Structural Equation Models with Network GPT Framework
B	True network edges
elasticNetSEM	The Elastic Net penalized SEM with Network GPT Framework
elasticNetSEMcv	The Elastic Net penalty for SEM with user supplied (alphas, lambdas) for grid search
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: Elastic Net Penalized Maximum Likelihood for Structural Equation Models with Network GPT Framework
X	Genotype matrix
Y	Gene expression matrix
yeast cisQTL GRN	Yeast cis-QTL Gene Regulatory Network Dataset