AUPEC | Estimation of the Area Under Prescription Evaluation Curve... |
AUPECcv | Estimation of the Area Under Prescription Evaluation Curve... |
compute_qoi | Compute Quantities of Interest (PAPE, PAPEp, PAPDp, AUPEC,... |
compute_qoi_user | Compute Quantities of Interest (PAPE, PAPEp, PAPDp, AUPEC,... |
consistcv.test | The Consistency Test for Grouped Average Treatment Effects... |
consist.test | The Consistency Test for Grouped Average Treatment Effects... |
create_ml_args | Create general arguments |
create_ml_args_bart | Create arguments for bartMachine |
create_ml_args_bartc | Create arguments for bartCause |
create_ml_args_causalforest | Create arguments for causal forest |
create_ml_args_lasso | Create arguments for LASSO |
create_ml_args_superLearner | Create arguments for super learner |
create_ml_args_svm | Create arguments for SVM |
create_ml_args_svm_cls | Create arguments for SVM classification |
create_ml_arguments | Create arguments for ML algorithms |
estimate_itr | Estimate individual treatment rules (ITR) |
evaluate_itr | Evaluate ITR |
fit_itr | Estimate ITR for Single Outcome |
GATE | Estimation of the Grouped Average Treatment Effects (GATEs)... |
GATEcv | Estimation of the Grouped Average Treatment Effects (GATEs)... |
hetcv.test | The Heterogeneity Test for Grouped Average Treatment Effects... |
het.test | The Heterogeneity Test for Grouped Average Treatment Effects... |
PAPD | Estimation of the Population Average Prescription Difference... |
PAPDcv | Estimation of the Population Average Prescription Difference... |
PAPE | Estimation of the Population Average Prescription Effect in... |
PAPEcv | Estimation of the Population Average Prescription Effect in... |
PAV | Estimation of the Population Average Value in Randomized... |
PAVcv | Estimation of the Population Average Value in Randomized... |
plot_estimate | Plot the GATE estimate |
plot.itr | Plot the AUPEC curve |
print.summary.itr | |
print.summary.test_itr | |
star | Tennessee’s Student/Teacher Achievement Ratio (STAR) project |
summary.itr | Summarize estimate_itr output |
summary.test_itr | Summarize test_itr output |
test_itr | Conduct hypothesis tests |
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