Control Function for Fitting a Multi-Type Regularized GLM Using the SMuRF Algorithm.
Fitted Values of Estimated Model
Define Individual Subpenalties for a Multi-Type Regularized GLM
Deviance of Estimated Model
Coefficients of Estimated Model
Class of Multi-Type Regularized GLMs Fitted Using the SMuRF Algorithm
Deviance of Re-estimated Model
Coefficients of Re-estimated Model
Fitted Values of Re-estimated Model
Residuals of Re-estimated Model
smurf: Sparse Multi-Type Regularized Feature Modeling
Fit a Multi-Type Regularized GLM Using the SMuRF Algorithm
Summary of a Multi-Type Regularized GLM Fitted Using the SMuRF Algorithm
Plot Coefficients of Re-estimated Model
Plot Coefficients of Estimated Model
Plot Goodness-of-Fit Statistics or Information Criteria
Predictions Using Re-estimated Model
Residuals of Estimated Model
Predictions Using Estimated Model