Man pages for MichaelLLi/evalITR
Evaluating Individualized Treatment Rules
| 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 |
