OptimalClassAIPWE-class: Class

Description

Results from classification method with AIPWE.

Arguments

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

Run this code

showClass("OptimalClassAIPWE")

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