Sparse Multi-Type Regularized Feature Modeling

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Documentation for package ‘smurf’ version 1.1.5

• 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