DynTxRegime (version 3.2)

OptimalClassAIPWE-class: Class "OptimalClassAIPWE"

Description

Results from classification method with AIPWE.

Objects from the Class

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

Slots

classif:

An object of class "modelObjFit." The classification analysis.

Extends

Classes "OptimalClass-class" and "PropensityAndOutcome-class" directly.

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

Methods

classif

signature(object = "OptimalClassAIPWE"): Retrieve classification value object.

DTRstep

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

fitObject

signature(object = "OptimalClassAIPWE"): Retrieve the value object returned by outcome and propensity score regression methods.

optTx

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

optTx

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

plot

signature(x = "OptimalClassAIPWE"): Generate plots of the outcome and/or propensity score regression objects.

print

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

show

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

summary

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

Examples

# NOT RUN {
showClass("OptimalClassAIPWE")
# }