Reference

All functions

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 Repeated Measures Data for Pooled Hazards Regression

haldensify()

Cross-validated HAL Conditional Density Estimation

ipw_shift()

IPW Estimator of the Causal Effects of Additive Modified Treatment Policies

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