# Sparse Multi-Type Regularized Feature Modeling

## Documentation for package ‘smurf’ version 1.0.5

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

smurf-package | smurf: Sparse Multi-Type Regularized Feature Modeling
coef.glmsmurf | Coefficients of Estimated Model
coefficients.glmsmurf | Coefficients of Estimated Model
coefficients_reest | Coefficients of Re-estimated Model
coefficients_reest.glmsmurf | Coefficients of Re-estimated Model
coef_reest | Coefficients of Re-estimated Model
coef_reest.glmsmurf | Coefficients of Re-estimated Model
deviance.glmsmurf | Deviance of Estimated Model
deviance_reest | Deviance of Re-estimated Model
deviance_reest.glmsmurf | Deviance of Re-estimated Model
fitted.glmsmurf | Fitted Values of Estimated Model
fitted_reest | Fitted Values of Re-estimated Model
fitted_reest.glmsmurf | Fitted Values of Re-estimated Model
glmsmurf | Fit a Multi-Type Regularized GLM Using the SMuRF Algorithm
glmsmurf-class | Class of Multi-Type Regularized GLMs Fitted Using the SMuRF Algorithm
glmsmurf.control | Control Function for Fitting a Multi-Type Regularized GLM Using the SMuRF Algorithm.
glmsmurf.fit | Fit a Multi-Type Regularized GLM Using the SMuRF Algorithm
p | Define Individual Subpenalties for a Multi-Type Regularized GLM
plot.glmsmurf | Plot Coefficients of Estimated Model
plot_lambda | Plot Goodness-of-Fit Statistics or Information Criteria
plot_lambda.glmsmurf | Plot Goodness-of-Fit Statistics or Information Criteria
plot_reest | Plot Coefficients of Re-estimated Model
plot_reest.glmsmurf | Plot Coefficients of Re-estimated Model
predict.glmsmurf | Predictions Using Estimated Model
predict_reest | Predictions Using Re-estimated Model
predict_reest.glmsmurf | Predictions Using Re-estimated Model
resid.glmsmurf | Residuals of Estimated Model
residuals.glmsmurf | Residuals of Estimated Model
residuals_reest | Residuals of Re-estimated Model
residuals_reest.glmsmurf | Residuals of Re-estimated Model
resid_reest | Residuals of Re-estimated Model
resid_reest.glmsmurf | Residuals of Re-estimated Model
smurf | smurf: Sparse Multi-Type Regularized Feature Modeling
summary.glmsmurf | Summary of a Multi-Type Regularized GLM Fitted Using the SMuRF Algorithm