DTRstep                 Step of an DynTxRegime method
DynTxRegime-class       Class '"DynTxRegime"'
DynTxRegime-package     Methods for Estimating Dynamic Treatment
                        Regimes
bmiData                 Adolescent BMI dataset (generated toy example)
buildModelObjSubset     Create Model Objects for Subsets of Data.
classif                 Retrieve Classification Value Object
coef                    Extract Model Coefficients
estimator               Mean Predicted Outcome
fitObject               Modeling Function Value Objects
fittedCont              Extract Fitted Contrast Functions
fittedMain              Extract Fitted Main Effects
genetic                 Retrieve the Result of the Genetic Algorithm
                        Optimization
iqLearnFSC              IQ-Learning: First-Stage Regression of
                        Second-Stage Estimated Contrasts
iqLearnFSM              IQ-Learning: First-Stage Regression of
                        Estimated Second-Stage Main Effects
iqLearnFSV              IQ-Learning: Variance of First-Stage Regression
                        of Second-Stage Contrast (IQ3)
iqLearnSS               IQ-Learning: Second-Stage Regression
optTx                   Methods to Retrieve Estimated or to Predict
                        Optimal Treatment
optimalClass            Classification Based Robust Estimation of
                        Optimal Dynamic Treatment Regimes
optimalSeq              Regression Based Value-Search Estimation of
                        Optimal Dynamic Treatment Regimes
outcome                 Retrieve Regression Objects for the Outcome
                        Regression Models
plot                    Generate Standard Plots
plugInValue             Estimate Plug-in Value
propen                  Retrieve Regression Objects for Propensity for
                        Treatment
qFuncs                  Q-functions for All Treatment Options
qLearn                  Q-learning
qqPlot                  IQ-Learning: Generate QQ-Plots for Variance
                        Modeling .
regimeCoef              Retrieve Regime Parameter Estimates
residuals               Extract Model Residuals
show                    Show an Object
stdDev                  Standard Deviation of IQ-Learning Variance Step
summary                 Summary Results
