Man pages for DynTxRegime
Methods for Estimating Dynamic Treatment Regimes
| bmiData | Adolescent BMI dataset (generated toy example) |
| buildModelObjSubset | Create Model Objects for Subsets of Data. |
| class-DynTxRegime | Class '"DynTxRegime"' |
| DynTxRegime-internal-api | ~~ |
| DynTxRegime-package | Methods for Estimating Dynamic Treatment Regimes |
| iqLearnFS | IQ-Learning: First-Stage Regression of Estimated Second-Stage... |
| iqLearnFSC | IQ-Learning: First-Stage Regression of Second-Stage Estimated... |
| iqLearnSS | IQ-Learning: Second-Stage Regression |
| iqLearnVar | IQ-Learning: Variance of First-Stage Regression of... |
| methods-classif | Retrieve Classification Value Object |
| methods-coef | Extract Model Coefficients |
| methods-estimator | Mean Predicted Outcome |
| methods-fitObject | Modeling Function Value Objects |
| methods-fittedCont | Extract Fitted Contrast Functions |
| methods-fittedMain | Extract Fitted Main Effects |
| methods-genetic | Retrieve the Result of the Genetic Algorithm Optimization |
| methods-optTx | Methods to Retrieve Estimated or to Predict Optimal Treatment |
| methods-outcome | Retrieve Regression Objects for the Outcome Regression Models |
| methods-plot | Generate Standard Plots |
| methods-propen | Retrieve Regression Objects for Propensity for Treatment |
| methods-qqPlot | IQ-Learning: Generate QQ-Plots for Variance Modeling . |
| methods-Qstep | Step of an DynTxRegime method |
| methods-regimeCoef | Retrieve Regime Parameter Estimates |
| methods-residuals | Extract Model Residuals |
| methods-show | Show an Object |
| methods-stdDev | Standard Deviation of IQ-Learning Variance Step |
| methods-summary | Summary Results |
| methods-ValueFuncs | Q-functions for All Treatment Options |
| optimalClass | Classification Based Robust Estimation of Optimal Dynamic... |
| optimalSeq | Regression Based Value-Search Estimation of Optimal Dynamic... |
| plugInValue | Estimate Plug-in Value |
| qLearn | Q-learning |
