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DynTxRegime

DynTxRegime-internal-api

Hidden methods

Description

Hidden methods

Retrieve the Decision Point to which modelObj Pertains

Retrieve the Subset to which modelObj Pertains

Constructor method of SubsetList Class

Compare Equivalence of Provided Treatment Vectors

Convert a -1/1 Tx to User Provided Tx

Convert a User Provided Tx Variable to Binary -1/1

Convert Provided Treatment Vector to Appropriate Class

Get Treatment Levels

Retrieve Superset

Retrieve Treatment Variable Name

Ensure Validity of Provided Treatment Vector

Make Predictions for all Treatments.

Make Predictions for all Treatments.

Uses .predictAll() defined for OutcomeObj objects

Uses optTx defined for DynTxRegime objects

Print Q-Learning Information

Show Q-Learning Information

Usage

tmp(x)

## S4 method for signature 'List'
initialize(.Object, ...)

## S4 replacement method for signature 'List'
x[[i]] <- value

## S4 replacement method for signature 'DecisionPointList'
x[[i]] <- value

.getDecisionPoint(object)

.getSubset(object)

## S4 method for signature 'SubsetList'
initialize(.Object, ...)

## S4 replacement method for signature 'SubsetList'
x[[i]] <- value

## S4 method for signature 'ModelObj_SubsetList,ANY'
plot(x, y, ...)

## S4 method for signature 'ModelObj_DecisionPointList,ANY'
plot(x, y, ...)

.compareTx(object, vec1, vec2)

.convertFromBinary(txObj, ...)

.convertToBinary(txObj, ...)

.convertTx(object, txVec)

.getLevels(object, txVec)

.getSuperset(object)

.getTxName(object)

.validTx(object, txVec)

.getPtsSubset(object)

.getSingleton(object)

.getSubsetRule(object)

.getSubsets(object)

## S4 method for signature 'ANY'
.getSubsetRule(object)

.identifySubsets(fSetResult, input, ...)

## S4 method for signature 'list,data.frame'
.identifySubsets(fSetResult, input, ..., fSet)

## S4 method for signature 'list,list'
.identifySubsets(fSetResult, input, ..., fSet)

## S4 method for signature 'ANY,data.frame'
.identifySubsets(fSetResult, input, ..., fSet)

## S4 method for signature 'ANY,list'
.identifySubsets(fSetResult, input, ..., fSet)

## S4 method for signature 'ANY,ANY'
.identifySubsets(fSetResult, input, ..., fSet)

## S4 method for signature 'TxInfoList'
initialize(.Object, ...)

.predictAll(object, newdata, ...)

.predictMu(object, data, ...)

## S4 method for signature 'QLearn'
Call(name, ...)

## S4 method for signature 'QLearn'
coef(object, ...)

## S4 method for signature 'QLearn'
DTRstep(object)

## S4 method for signature 'QLearn'
estimator(x, ...)

## S4 method for signature 'QLearn'
fitObject(object, ...)

## S4 method for signature 'QLearn,data.frame'
optTx(x, newdata, ...)

## S4 method for signature 'QLearn,missing'
optTx(x, newdata, ...)

## S4 method for signature 'QLearn'
outcome(object, ...)

## S4 method for signature 'QLearn,missing'
plot(x, y, suppress = FALSE, ...)

## S4 method for signature 'QLearn'
print(x, ...)

## S4 method for signature 'QLearn'
show(object)

## S4 method for signature 'QLearn'
summary(object, ...)

## S4 method for signature 'IQLearnSS'
DTRstep(object)

## S4 method for signature 'IQLearnFS_C'
DTRstep(object)

## S4 method for signature 'IQLearnFS_ME'
DTRstep(object)

## S4 method for signature 'IQLearnFS_VHet'
DTRstep(object)

.getNumPars(object)

.getParNames(object)

.getPars(object)

.getRegimeFunction(object)

.predictOptimalTx(x, newdata, ...)

.setPars(object, pars)

## S4 method for signature 'OptimalSeq'
Call(name, ...)

## S4 method for signature 'OptimalSeq'
coef(object, ...)

## S4 method for signature 'OptimalSeq'
DTRstep(object)

## S4 method for signature 'OptimalSeq'
estimator(x, ...)

## S4 method for signature 'OptimalSeq'
fitObject(object, ...)

## S4 method for signature 'OptimalSeq,data.frame'
optTx(x, newdata, ...)

## S4 method for signature 'OptimalSeq,missing'
optTx(x, newdata, ...)

## S4 method for signature 'OptimalSeq'
outcome(object, ...)

## S4 method for signature 'OptimalSeq,missing'
plot(x, y, suppress = FALSE, ...)

## S4 method for signature 'OptimalSeq'
propen(object, ...)

## S4 method for signature 'OptimalSeq'
regimeCoef(object, ...)

## S4 method for signature 'OptimalSeq'
summary(object, ...)

## S4 method for signature 'OptimalClass'
Call(name, ...)

## S4 method for signature 'OptimalClass'
coef(object, ...)

## S4 method for signature 'OptimalClass'
DTRstep(object)

## S4 method for signature 'OptimalClass'
estimator(x, ...)

## S4 method for signature 'OptimalClass'
fitObject(object, ...)

## S4 method for signature 'OptimalClass,data.frame'
optTx(x, newdata, ...)

## S4 method for signature 'OptimalClass,missing'
optTx(x, newdata, ...)

## S4 method for signature 'OptimalClass'
outcome(object, ...)

## S4 method for signature 'OptimalClass,missing'
plot(x, suppress = FALSE, ...)

## S4 method for signature 'OptimalClass'
propen(object, ...)

## S4 method for signature 'OptimalClass'
summary(object, ...)

## S4 method for signature 'Kernel'
initialize(.Object, data, model, kparam, ...)

.getKernelX(data, object, ...)

.kernel(object, x1, x2, ...)

.kernelNumPars(object, ...)

.dPhiFunc(surrogate, ...)

.optim(surrogate, ...)

.phiFunc(surrogate, ...)

.dobjFn(par, methodObject, kernel, ...)

.objFn(par, methodObject, kernel, ...)

.subsetObject(methodObject, ...)

.valueFunc(methodObject, ...)

.optimFunc(methodObject, ...)

## S4 method for signature 'CVBasic'
initialize(.Object, cvFolds, txVec, ...)

.getValue(object)

.getOptimal(object)

## S4 method for signature 'OWL'
Call(name, ...)

## S4 method for signature 'OWL'
coef(object, ...)

## S4 method for signature 'OWL'
cvInfo(object, ...)

## S4 method for signature 'OWL'
DTRstep(object)

## S4 method for signature 'OWL'
estimator(x, ...)

## S4 method for signature 'OWL'
fitObject(object, ...)

## S4 method for signature 'OWL'
optimObj(object, ...)

## S4 method for signature 'OWL,data.frame'
optTx(x, newdata, ...)

## S4 method for signature 'OWL,missing'
optTx(x, newdata, ...)

## S4 method for signature 'OWL'
outcome(object, ...)

## S4 method for signature 'OWL,missing'
plot(x, y, suppress = FALSE, ...)

## S4 method for signature 'OWL'
propen(object, ...)

## S4 method for signature 'OWL'
regimeCoef(object, ...)

## S4 method for signature 'OWL'
summary(object, ...)

## S4 method for signature 'RWL'
Call(name, ...)

## S4 method for signature 'RWL'
coef(object, ...)

## S4 method for signature 'RWL'
cvInfo(object, ...)

## S4 method for signature 'RWL'
DTRstep(object)

## S4 method for signature 'RWL'
estimator(x, ...)

## S4 method for signature 'RWL'
fitObject(object, ...)

## S4 method for signature 'RWL'
optimObj(object, ...)

## S4 method for signature 'RWL,data.frame'
optTx(x, newdata, ...)

## S4 method for signature 'RWL,missing'
optTx(x, newdata, ...)

## S4 method for signature 'RWL'
outcome(object, ...)

## S4 method for signature 'RWL,missing'
plot(x, y, suppress = FALSE, ...)

## S4 method for signature 'RWL'
propen(object, ...)

## S4 method for signature 'RWL'
regimeCoef(object, ...)

## S4 method for signature 'RWL'
residuals(object, ...)

## S4 method for signature 'RWL'
summary(object, ...)

.newBOWL(BOWLObj, ...)

## S4 method for signature 'BOWL'
Call(name, ...)

## S4 method for signature 'BOWL'
cvInfo(object, ...)

## S4 method for signature 'BOWL'
coef(object, ...)

## S4 method for signature 'BOWL'
DTRstep(object)

## S4 method for signature 'BOWL'
estimator(x, ...)

## S4 method for signature 'BOWL'
fitObject(object, ...)

## S4 method for signature 'BOWL'
optimObj(object, ...)

## S4 method for signature 'BOWL,data.frame'
optTx(x, newdata, ...)

## S4 method for signature 'BOWL,missing'
optTx(x, newdata, ...)

## S4 method for signature 'BOWL'
outcome(object, ...)

## S4 method for signature 'BOWL,missing'
plot(x, y, suppress = FALSE, ...)

## S4 method for signature 'BOWL'
propen(object, ...)

## S4 method for signature 'BOWL'
regimeCoef(object, ...)

## S4 method for signature 'BOWL'
summary(object, ...)

## S4 method for signature 'EARL'
Call(name, ...)

## S4 method for signature 'EARL'
coef(object, ...)

## S4 method for signature 'EARL'
cvInfo(object, ...)

## S4 method for signature 'EARL'
DTRstep(object)

## S4 method for signature 'EARL'
estimator(x, ...)

## S4 method for signature 'EARL'
fitObject(object, ...)

## S4 method for signature 'EARL'
optimObj(object, ...)

## S4 method for signature 'EARL,data.frame'
optTx(x, newdata, ...)

## S4 method for signature 'EARL,missing'
optTx(x, newdata, ...)

## S4 method for signature 'EARL'
outcome(object, ...)

## S4 method for signature 'EARL,missing'
plot(x, y, suppress = FALSE, ...)

## S4 method for signature 'EARL'
propen(object, ...)

## S4 method for signature 'EARL'
regimeCoef(object, ...)

## S4 method for signature 'EARL'
summary(object, ...)
DynTxRegime

Methods for Estimating Optimal Dynamic Treatment Regimes

v4.10
GPL-2
Authors
S. T. Holloway, E. B. Laber, K. A. Linn, B. Zhang, M. Davidian, and A. A. Tsiatis
Initial release
2022-06-05

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