Introduction to the smurf package
Introduction | Data | Fitting a model | Formula | Penalty types | Lasso | Group Lasso | Fused Lasso | Generalized Fused Lasso | Combined penalty | Fitting function | Output | Selection of lambda | In-sample selection | Out-of-sample selection | Stratified $k$-fold cross-validation | Deterministic selection of lambda | Munich rent example | Graph-Guided Fused Lasso | References