Sparse Multi-Type Regularized Feature Modeling
Coefficients of Re-estimated Model
Coefficients of Estimated Model
Deviance of Re-estimated Model
Deviance of Estimated Model
Fitted Values of Re-estimated Model
Fitted Values of Estimated Model
Class of Multi-Type Regularized GLMs Fitted Using the SMuRF Algorithm
Control Function for Fitting a Multi-Type Regularized GLM Using the SM...
Fit a Multi-Type Regularized GLM Using the SMuRF Algorithm
Define Individual Subpenalties for a Multi-Type Regularized GLM
Plot Goodness-of-Fit Statistics or Information Criteria
Plot Coefficients of Re-estimated Model
Plot Coefficients of Estimated Model
Predictions Using Re-estimated Model
Predictions Using Estimated Model
Residuals of Re-estimated Model
Residuals of Estimated Model
smurf: Sparse Multi-Type Regularized Feature Modeling
Summary of a Multi-Type Regularized GLM Fitted Using the SMuRF Algorit...
Implementation of the SMuRF algorithm of Devriendt et al. (2021) <doi:10.1016/j.insmatheco.2020.11.010> to fit generalized linear models (GLMs) with multiple types of predictors via regularized maximum likelihood.