DynTxRegime (version 3.01)

QLearn-class: Class

Description

Class implementing a step of the Q-Learning Algorithm

Objects from the Class

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

Slots

step:

Object of class "integer." The step of the Q-Learning algorithm.

decisionFunc:

Object of class "matrix." The value of the decision function at each treatment option.

Extends

Classes "OutcomeOnly-class" and "DynTxRegime-class," directly.

Methods

DTRstep

signature(object = "QLearn"): Retrieve description of method implemented to obtain object.

optTx

signature(x = "QLearn", newdata = "data.frame"): Predict optimal treatments for newdata.

optTx

signature(x = "QLearn", newdata = "missing"): Retrieve optimal treatments for training data.

print

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

show

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

summary

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

Examples

showClass("QLearn")