Sparse-aware Maximum Likelihood for Structural Equation Models


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Documentation for package ‘sparseSEM’ version 2.5

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sparseSEM-package sparseSEM: Sparse-aware Maximum Likelihood for Structural Equation Models in Inferring Gene Regulatory Networks
B True network edges
elasticNetSML The Elastic Net penalty for SEM
elasticNetSMLcv The Elastic Net penalty for SEM with user supplied alphas and lambdas
elasticNetSMLpoint The Elastic Net penalty for SEM
lassoSML The Lasso penalty for SML
Missing Missing gene expression data
sparseSEM sparseSEM: Sparse-aware Maximum Likelihood for Structural Equation Models in Inferring Gene Regulatory Networks
X Genotype matrix
Y Gene expression matrix