Performing Inference on Networks with Regularization
Datasets included in inet package
Internal inet functions
Estimate GGM with nodewise regression and the lasso.
Estimate GGMs with the desparsified lasso.
Estimate GGMs with the desparsified lasso using the bootstrap.
Estimate GMM with inference via the multi-split method.
Estimate GMM via nodewise regression and hypothesis tests.
Plot point estimates and confidence intervals
Performs inference with the lasso in Gaussian Graphical Models. The package consists of wrappers for functions from the 'hdi' package.