| IQLearnSS-class {DynTxRegime} | R Documentation |
Class IQLearnSS
Description
Class IQLearnSS contains the results for the second stage
of the interactive Q-Learning algorithm. Objects of this class are
returned by iqLearnSS().
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 main results of analysis.
- show
: Show main results of analysis.
- summary
: Retrieve summary information.