OptimalClassObj-class: Class 'OptimalClassObj'

In DynTxRegime: Methods for Estimating Optimal Dynamic Treatment Regimes

Class OptimalClassObj

Description

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().

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.

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