DynTxRegime (version 3.2)

BOWL-class: Class "BOWL"

Description

Results from a single step of the BOWL algorithm.

Objects from the Class

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

Slots

shift:

An object of class "numeric." Rewards (or sum of rewards) must be positive. This slot stores the amount rewards (or sum of rewards) was shifted to make all positive.

step:

An object of class "integer." The step of the BOWL algorithm to which this object pertains.

ind:

An object of class "logical." The indicator of adherence to the optimal treatment regime from this step through final decision point.

sumR:

An object of class "numeric." The unshifted total reward from this step through final decision point.

prodPr:

An object of class "numeric." The product of propensities scores for treatment received from this step through final decision point.

txInfo:

An object of class "TxInfoBasic." Treatment information.

optim:

An object of class "BOWLObj." The optimization result(s).

Extends

Classes "DynTxRegime-class" and "PropensityOnly-class" directly.

Methods

cvInfo

signature(object = "BOWL"): Retrieve cross-validation results.

DTRstep

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

optimObj

signature(object = "BOWL"): Retrieve optimization results.

optTx

signature(x = "BOWL", newdata = "data.frame"): Estimate optimal treatment for newdata at the decision point for which the provided BOWL analysis pertains.

optTx

signature(x = "BOWL", newdata = "missing"): Retrieve optimal treatment for training data at the decision point for which the provided BOWL analysis pertains.

print

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

regimeCoef

signature(object = "BOWL"): Retrieve parameter estimates for regime.

show

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

summary

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

Examples

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