IQLearnFS_VHet-class function

Class IQLearnFS_VHet

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(). class

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: : 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.