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.