diff --git a/GraphicalModels.md b/GraphicalModels.md index efe31bb..917be9a 100644 --- a/GraphicalModels.md +++ b/GraphicalModels.md @@ -216,6 +216,11 @@ categories): graphical models as a prior information, which turn out to play key roles in unsupervised machine learning tasks such as community detection. +- `r pkg("sparseSEM")`: The package provides lasso (_l1_) and + elastic net (_l1_/_l2_) penalized Maximum Likelihood Estimator (MLE) for + Structural Equation Models (SEM). Those estimators yield sparse SEM + that can be used for inferring network structures and predicting + causal effects. ### Bayesian Networks/Probabilistic expert systems