Man pages for lmmontoya/SL.ODTR
SuperLearner Estimation and Evaluation of ODTR
| DGP_AL_RC | Simulate with AL bin DGP RC |
| DGP_bin6 | Simulate with AL bin DGP6 with treat all optimal |
| DGP_bin_complex | Simulate with AL bin DGP |
| DGP_bin_complex_3tx | Simulate with AL bin DGP |
| DGP_bin_complex_min | Simulate with AL bin DGP |
| DGP_bin_complex_obs | Simulate with AL bin DGP |
| DGP_bin_dep | Simulate with AL bin DGP with influential variable |
| DGP_bin_simple | Simulate with AL bin DGP with influential variable |
| DGP_bin_simple_obs | Simulate with AL bin DGP with influential variable |
| DGP_cont | Simulate with DB DGP |
| DGP_eff | Simulate with eff |
| DGP_eff_obs | Simulate with eff |
| DGP_null | Simulate with null |
| DGP_null_obs | Simulate with null |
| DGP.rc.contW | DGP.rc.contW |
| DGP.rc.discreteW | DGP.rc.discreteW |
| dopt.fun | dopt function |
| estimatorsEYd_nonCVTMLE | Estimators of E[Yd] that are not CV-TMLE |
| estimatorsEYgRC_nonCVTMLE | Estimators of E[YgRC] that are not CV-TMLE |
| estimatorsEYgstar_nonCVTMLE | Estimators of E[Ygstar] that are not CV-TMLE |
| EYdopt | Estimation of E[Ydopt] |
| EYgRC | Estimation of E[YgRC] |
| EYgstar | Estimation of E[Ygstar] |
| getpreds.blip.fun | Predictions |
| getpreds.dopt.fun | Candidate dopt for direct search algorithms |
| odtr | Function that computes ODTR |
| performance_EYdopt | Performance EYdopt |
| performance_EYgRC | Performance EYgRC |
| performance_EYgstar | Performance EYgstar |
| performance_ODTR | Performance ODTR |
| predict_odtr | Predict ODTR |
| QAW_AL_RC | Simulate with AL bin DGP RC |
| QAW_bin6 | Simulate with AL bin DGP6 treat all optimal |
| QAW_bin_complex | Simulate with AL bin DGP |
| QAW_bin_complex_3tx | Simulate with AL bin DGP |
| QAW_bin_dep | Simulate with AL bin DGP dep W |
| QAW_bin_simple | Simulate with AL bin DGP simple |
| QAW_cont | Simulate with DB DGP |
| QAW_eff | Simulate with eff |
| QAW_null | Simulate with null |
| QAW.rc.allpos | QAW RC all pos |
| QAW.rc.nopos | QAW RC no pos |
| QAW.rc.somepos | QAW RC some pos |
| SL.blip | Blip-based SL |
| SL.blip.alpha | Blip-based SL with alpha |
| SL.blip.c | Blip-based SL with constant |
| SL.blip.correct_cont | blip for cont. dist |
| SL.blip.HTEepi | Epi HTE GLM |
| SL.blip.W1 | Blip W1 |
| SL.blip.W2 | Blip W2 |
| SL.blip.W3 | Blip W3 |
| SL.blip.W4 | Blip W4 |
| SL.blip.W5 | Blip W5 |
| SL.HAL1 | HAL1 |
| SL.HAL2 | HAL2 |
| SL.hal9001 | HAL with binning |
| SL.QAW.correct_cont | QAW for cont. dist |
| SL.QAW.HTEepi | Epi HTE GLM |
| SL.QAW.W1 | QAW for W1 |
| SL.QAW.W2 | QAW for W2 |
| SL.QAW.W3 | QAW for W3 |
| SL.QAW.W4 | QAW for W5 |
| SL.QAW.W5 | QAW for W5 |
| SL.vote | Vote-based SL |
| tmle.d.fun | TMLE function |
| tmle.g.fun | TMLE function |
| tmle.rc.fun | TMLE function |
