Evaluating Individualized Treatment Rules

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Documentation for package ‘evalITR’ version 0.3.0

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AUPEC Estimation of the Area Under Prescription Evaluation Curve (AUPEC) in Randomized Experiments
AUPECcv Estimation of the Area Under Prescription Evaluation Curve (AUPEC) in Randomized Experiments Under Cross Validation
consist.test The Consistency Test for Grouped Average Treatment Effects (GATEs) in Randomized Experiments
consistcv.test The Consistency Test for Grouped Average Treatment Effects (GATEs) under Cross Validation in Randomized Experiments
GATE Estimation of the Grouped Average Treatment Effects (GATEs) in Randomized Experiments
GATEcv Estimation of the Grouped Average Treatment Effects (GATEs) in Randomized Experiments Under Cross Validation
het.test The Heterogeneity Test for Grouped Average Treatment Effects (GATEs) in Randomized Experiments
hetcv.test The Heterogeneity Test for Grouped Average Treatment Effects (GATEs) under Cross Validation in Randomized Experiments
PAPD Estimation of the Population Average Prescription Difference in Randomized Experiments
PAPDcv Estimation of the Population Average Prescription Difference in Randomized Experiments Under Cross Validation
PAPE Estimation of the Population Average Prescription Effect in Randomized Experiments
PAPEcv Estimation of the Population Average Prescription Effect in Randomized Experiments Under Cross Validation
PAV Estimation of the Population Average Value in Randomized Experiments
PAVcv Estimation of the Population Average Value in Randomized Experiments Under Cross Validation