DynTxRegime (version 3.2)

OptimalSeqAIPWE_MDP-class: Class "OptimalSeqAIPWE_MDP"

Description

Implementation of multiple-decision-point coarsened data perspective with AIPWE.

Objects from the Class

Objects can be created by calls of the form new("OptimalSeqAIPWE_MDP", ...). These objects are for convenience in package development and should not be created by users.

Slots

genetic:

An object of class "list." Results returned by genetic algorithm.

regime:

An object of class "Regime_DecisionPointList." The regime class definition.

Extends

Classes "OptimalSeq-class" and "PropensityOnly-class", directly.

Class "DynTxRegime-class" by class "OptimalSeq-class", distance 2.

Methods

DTRstep

signature(object = "OptimalSeqAIPWE_MDP"): Retrieve description of method used to create object.

genetic

signature(object = "OptimalSeqAIPWE_MDP"): Retrieve the value object returned by rgenoud.

optTx

signature(x = "OptimalSeqAIPWE_MDP", newdata = "data.frame"): Estimate optimal treatment for newdata.

optTx

signature(x = "OptimalSeq_MDP", newdata = "missing"): Retrieve estimated optimal treatment for training data.

print

signature(x = "OptimalSeqAIPWE_MDP"): Print key results of method.

regimeCoef

signature(x = "OptimalSeqAIPWE_MDP"): Retrieve regime parameter estimates.

show

signature(object = "OptimalSeqAIPWE_MDP"): Show key results of method.

summary

signature(object = "OptimalSeqAIPWE_MDP"): Retrieve key summary information of method.