OptimalSeq-class: Class 'OptimalSeq'

In DynTxRegime: Methods for Estimating Optimal Dynamic Treatment Regimes

Class OptimalSeq

Description

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

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.

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