IQLearnSS-class function

Class IQLearnSS

Class IQLearnSS contains the results for the second stage of the interactive Q-Learning algorithm. Objects of this class are returned by iqLearnSS(). class

Slots

• yContHat: : A numeric. Estimated contrast component
• yMainHat: : A numeric. Estimated main effects component
• delta: : A numeric. Indicator of compliance * response used for value calc
• 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.

• fittCont: :Retrieve the contrasts component of the regression.

• fittMain: :Retrieve the main effects component of the regression.

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.