Highly Adaptive Lasso Conditional Density Estimation

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Documentation for package ‘haldensify’ version 0.2.3

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

Help Pages

confint.ipw_haldensify	Confidence Intervals for IPW Estimates of the Causal Effects of Stochatic Shift Interventions
cv_haldensify	HAL Conditional Density Estimation in a Cross-validation Fold
fit_haldensify	Fit Conditional Density Estimation for a Sequence of HAL Models
format_long_hazards	Generate Augmented (Long Format) Data for Pooled Hazards Regression
haldensify	Cross-validated HAL Conditional Density Estimation
ipw_shift	IPW Estimates of the Causal Effects of Stochatic Shift Interventions
map_hazard_to_density	Map Predicted Hazard to Predicted Density for a Single Observation
plot.haldensify	Plot Method for HAL Conditional Density Estimates
predict.haldensify	Prediction Method for HAL Conditional Density Estimation
print.haldensify	Print: Highly Adaptive Lasso Conditional Density Estimates
print.ipw_haldensify	Print: IPW Estimates of the Causal Effects of Stochatic Shift Interventions