Package: quantoptr 0.1.3

quantoptr: Algorithms for Quantile- And Mean-Optimal Treatment Regimes

Estimation methods for optimal treatment regimes under three different criteria, namely marginal quantile, marginal mean, and mean absolute difference. For the first two criteria, both one-stage and two-stage estimation method are implemented. A doubly robust estimator for estimating the quantile-optimal treatment regime is also included.

Authors:Yu Zhou [cre, aut], Lan Wang [ctb], Ben Sherwood [ctb], Rui Song [ctb]

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14 exports 0.00 score 18 dependencies 8 scripts 147 downloads

Last updated 7 years agofrom:5bdd2c40cd. Checks:OK: 7. Indexed: yes.

Exports:abso_diff_estaugXDR_Qoptdr_quant_estget_osIPWE_MADoptIPWE_MoptIPWE_Qoptmean_estmestimateqestimatequant_estTwoStg_MoptTwoStg_Qopt

Dependencies:cligluelatticelifecyclemagrittrMASSMatrixMatrixModelsquantregrbibutilsRdpackrgenoudrlangSparseMstringistringrsurvivalvctrs