OptimalClassObj-class function

Class OptimalClassObj

Class OptimalClassObj contains results for a single decision point when estimates are obtained from the classification perspective. Objects of this class are returned by optimalClass(). class

Slots

• class: Results of the classification step.
• outcome: Results of the outcome regression step.
• propen: Results of the propensity step.
• optimal: Estimated optimal tx and value
• Call: Unevaluated call.

Methods For Post-Processing of Regression Analysis

• outcome: : Retrieve value object returned by outcome regression methods.

• propen: : Retrieve value object returned by propensity regression methods.

• classif: : Retrieve value object returned by classification 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.