DynTxRegime (version 3.2)

DynTxRegime-class: Class "DynTxRegime"

Description

A VIRTUAL class from which all methods implemented in DynTxRegime inherit.

Objects from the Class

A virtual Class: No objects may be created from it.

Slots

call:

An object of class "CallOrNull." The matched call.

estimatedValue:

An object of class "LogicalOrNumeric." The estimated value of the estimated optimal treatments for the training data.

optimalTx:

An object of class "MatrixOrVector." The estimated optimal treatments for the training data.

Methods

classif

signature(object = "DynTxRegime"): Retrieve value object from classification step. NA for all objects returned by DynTxRegime statistical methods except for those returned by optimalClass().

coef

signature(object = "DynTxRegime"): Retrieve parameter estimates for all regression steps.

cvInfo

signature(object = "DynTxRegime"): Retrieve cross-validation results. NA for all objects returned by DynTxRegime statistical methods except for those returned by earl(), owl(), rwl(), and bowl().

DTRstep

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

estimator

signature(x = "DynTxRegime"): Retrieve the estimated value of the estimated optimal regime for the training data set.

fitObject

signature(object = "DynTxRegime"): Retrieve value object returned by regression methods.

fittedCont

signature(object = "DynTxRegime"): Retrieve estimated contrast component of outcome regression. NA for all objects returned by DynTxRegime statistical methods except for those returned by iqLearnSS().

fittedMain

signature(object = "DynTxRegime"): Retrieve estimated main effects component of outcome regression. NA for all objects returned by DynTxRegime statistical methods except for those returned by iqLearnSS().

genetic

signature(object = "DynTxRegime"): Retrieve value object returned by genoud(). NA for all objects returned by DynTxRegime statistical methods except for those returned by optimalSeq().

optimObj

signature(object = "DynTxRegime"): Retrieve value object returned by optimization routine. NA for all objects returned by DynTxRegime statistical methods except for those returned by earl(), owl(), rwl(), and bowl().

optTx

signature(x = "DynTxRegime", newdata = "missing"): Retrieve the estimated optimal treatment regime for training data set.

optTx

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

outcome

signature(x = "DynTxRegime"): Retrieve value object returned by outcome regression methods.

plot

signature(x = "DynTxRegime"): Generate plots for regression analyses.

print

signature(object = "DynTxRegime"): Print main results of analysis.

propen

signature(x = "DynTxRegime"): Retrieve value object returned by propensity score regression methods. NA for objects returned by qLearn(), iqLearnSS, iqLearnFSM(), iqLearnFSC(), and iqLearnFSV().

qqPlot

signature(x = "DynTxRegime"): Generate a qq-plot. NA for all objects returned by DynTxRegime statistical methods except for those returned by iqLearnFSV().

regimeCoef

signature(object = "DynTxRegime"): Retrieve the estimated decision function parameter estimates. NA for all objects returned by DynTxRegime statistical methods except for those returned by optimalSeq(), earl(), owl(), rwl(), and bowl().

residuals

signature(object = "DynTxRegime"): Retrieve residuals used by statistical methods. NA for all objects returned by DynTxRegime statistical methods except for those returned by iqLearnFSC(), iqLearnFSV(), and rwl().

sd

signature(x = "DynTxRegime"): Retrieve the standard deviation of residuals. NA for all objects returned by DynTxRegime statistical methods except for those returned by iqLearnFSC().

show

signature(object = "DynTxRegime"): Show main results of analysis.

summary

signature(object = "DynTxRegime"): Retrieve summary information from regression analyses.

Examples

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