Algorithms for Quantile- And Mean-Optimal Treatment Regimes

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Documentation for package ‘quantoptr’ version 0.1.3

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abso_diff_est Estimate the Gini's mean difference/mean absolute difference(MAD) for a Given Treatment Regime
augX Generate Pseudo-Responses Based on Conditional Quantile Regression Models
DR_Qopt The Doubly Robust Estimator of the Quantile-Optimal Treatment Regime
dr_quant_est The Doubly Robust Quantile Estimator for a Given Treatment Regime
get_os Get the OS from R
IPWE_MADopt Estimation of the Optimal Treatment Regime defined as Minimizing Gini's Mean Differences
IPWE_Mopt Estimate the Mean-optimal Treatment Regime
IPWE_Qopt Estimate the Quantile-optimal Treatment Regime
mean_est The Inverse Probability Weighted Estimator of the Marginal Mean Given a Specific Treatment Regime
mestimate The Mean-Optimal Treatment Regime Wrapper Function
qestimate The Quantile-Optimal Treatment Regime Wrapper Function
quant_est Estimate the Marginal Quantile Given a Specific Treatment Regime
TwoStg_Mopt Estimate the Two-stage Mean-Optimal Treatment Regime
TwoStg_Qopt Estimate the Two-stage Quantile-optimal Treatment Regime