fit_subgroup_2part()
Fitting subgroup identification models for semicontinuous positive outcomes
plot(<hd2part>) plot(<cv.hd2part>)
plot(<hd2part>)
plot(<cv.hd2part>)
Plot method for hd2part fitted objects
predict(<cv.hd2part>)
Prediction function for fitted cross validation hd2part objects
predict(<hd2part>)
Prediction method for two part fitted objects
sim_semicontinuous_data()
Generates data from a two part distribution with a point mass at zero and heterogeneous treatment effects
cv.hd2part()
Cross validation for hd2part models
hd2part()
Main fitting function for group lasso and cooperative lasso penalized two part models
hdgamma()
Fitting function for lasso penalized gamma GLMs
HDtweedie_kfold_aug()
Fit a penalized gamma augmentation model via cross fitting