OptimalSeq-class function

Class OptimalSeq

Class OptimalSeq contains the results for the estimated optimal tx and value when estimated from a coarsened or missing data perspective. class

Slots

• genetic: A list containing the results from the genetic algorithm
• propen: Results of the propensity regression step
• outcome: Results of the outcome regression step
• regime: Results for the regime.
• optimal: Results for the estimated optimal tx and value
• Call: The 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.

• 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

• regimeCoef: : Retrieve the estimated regime parameters.

• 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.