IQLearnFS_VHet-class {DynTxRegime} | R Documentation |
Class IQLearnFS_VHet
Description
Class IQLearnFS_VHet
contains the results for the first stage
residuals component of the interactive Q-Learning algorithm.
Objects of this class are returned by iqLearnFSV().
Slots
residuals
: Standardized residuals of contrast after modeling
scale
: Scaling factor for stdization
step
: Not used in this context.
outcome
: The outcome regression analysis
txInfo
: The feasible tx information
optimal
: The estimated optimal tx, decision function, and value
Methods For Post-Processing of Regression Analysis
- outcome
: Retrieve value object returned by outcome regression methods.
- coef
: Retrieve parameter estimates for all regression steps.
- fitObject
: Retrieve value object returned by regression methods.
- plot
: Generate plots for regression analyses.
Methods For Accessing Main Results
- DTRstep
: Retrieve description of method used to create object.
- estimator
: Retrieve the estimated value of the estimated optimal regime for the training data set.
- optTx
: Retrieve/predict the estimated decision functions and/or optimal tx.
: Print main results of analysis.
- show
: Show main results of analysis.
- summary
: Retrieve summary information.
- residuals
:Retrieve the residuals of the regression.
- qqplot
QQ plot of the residuals for the interactive Q-Learning algorithm.