IQLearnSS-class: Class 'IQLearnSS'

In DynTxRegime: Methods for Estimating Optimal Dynamic Treatment Regimes

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

: Print main results of analysis.

show

: Show main results of analysis.

summary

: Retrieve summary information.

DynTxRegime documentation built on June 8, 2025, 10:57 a.m.