bmiData | Adolescent BMI dataset (generated toy example) |
bowl | Backwards Outcome Weighted Learning. |
BOWLBasic-class | Class 'BOWLBasic' |
BOWLBasic-methods | Methods Available for Objects of Class 'BOWLBasic' |
BOWL-class | Class 'BOWL' |
BOWL-methods | Methods Available for Objects of Class 'BOWL' |
BOWLObj-class | Class 'BOWLObj' |
buildModelObjSubset | Create Model Objects for Subsets of Data |
Call | Retrieve Unevaluated Original Call |
classif | Retrieve Classification Regression Analysis |
ClassificationFit-class | Class 'ClassificationFit' |
ClassificationFit_fSet-class | Class 'ClassificationFit_fSet' |
ClassificationFit_fSet-methods | Methods Available for Objects of Class... |
ClassificationFit-methods | Methods Available for Objects of Class 'ClassificationFit' |
ClassificationFit_SubsetList-class | Class 'ClassificationFit_SubsetList' |
ClassificationFit_SubsetList-methods | Methods Available for Objects of Class... |
ClassificationObj-class | Class 'ClassificationObj' |
ClassificationObj-methods | Methods Available for Objects of Class 'ClassificationObj' |
coef | Extract Model Coefficients From Objects Returned by Modeling... |
createearl | Create method object for EARL |
createowl | Create method object for Outcome Weighted Learning |
createrwl | Create method object for Residual Weighted Learning |
CVBasic-class | Class 'CVBasic' |
cvInfo | Extract Cross-Validation Results |
CVInfo2Par-class | Class 'CVInfo2Par' |
CVInfo2Par-methods | Methods Available for Objects of Class 'CVInfo2Par' |
CVInfo-class | Class 'CVInfo' |
CVInfokParam-class | Class 'CVInfokParam' |
CVInfokParam-methods | Methods Available for Objects of Class 'CVInfokParam' |
CVInfoLambda-class | Class 'CVInfoLambda' |
CVInfoLambda-methods | Methods Available for Objects of Class 'CVInfoLambda' |
CVInfo-methods | Methods Available for Objects of Class 'CVInfo' |
CVInfoObj-class | Class 'CVInfoObj' |
CVInfoObj-methods | Methods Available for Objects of Class 'CVInfoObj' |
cycleList | apply() for 'List' objects |
DecisionPointList-class | Class 'DecisionPointList' |
DecisionPointList-methods | Methods Available for Objects of Class 'DecisionPointList' |
dot-optimalClass | Perform Classification Step |
DTRstep | Identify Statistical Method Used to Obtain Result |
DynTxRegime-class | Class 'DynTxRegime' |
DynTxRegime-internal-api | Hidden methods |
DynTxRegime-methods | Methods Available for Objects of Class 'DynTxRegime' |
earl | Efficient Augmentation and Relaxation Learning |
EARL-class | Class 'EARL' |
EARL-methods | Methods Available for Objects of Class 'EARL' |
estimator | Retrieve the Estimated Value |
ExpSurrogate-class | Class 'ExpSurrogate' |
ExpSurrogate-methods | Methods Available for Objects of Class 'ExpSurrogate' |
fitObject | Objects Returned by Modeling Functions |
fittedCont | Retrieve the Fitted Contrast Component from Second Stage... |
fittedMain | Retrieve the Fitted Main Effects Component from Second Stage... |
fSet | Defining the fSet Input Variable |
genetic | Retrieve the Genetic Algorithm Results |
getOutcome | Retrieve Outcome for Both Tx Options When Tx is Binary |
getPrWgt | Retrieve Propensity for Tx Received |
HingeSurrogate-class | Class 'HingeSurrogate' |
HingeSurrogate-methods | Methods Available for Objects of Class 'HingeSurrogate' |
HuberHingeSurrogate-class | Class 'HuberHingeSurrogate' |
HuberHingeSurrogate-methods | Methods Available for Objects of Class 'HuberHingeSurrogate' |
internal-earl-class | Class '.earl' |
internal-earl-methods | Methods Available for Objects of Class '.earl' |
internal-owl-class | Class '.owl' |
internal-owl-methods | Methods Available for Objects of Class '.owl' |
internal-rwl-class | Class '.rwl' |
internal-rwl-methods | Methods Available for Objects of Class '.rwl' |
iqLearn | Interactive Q-Learning |
IQLearnFS_C-class | Class 'IQLearnFS_C' |
IQLearnFS-class | Class 'IQLearnFS' |
IQLearnFS_C-methods | Methods Available for Objects of Class 'IQLearnFS_C' |
IQLearnFS_ME-class | Class 'IQLearnFS_ME' |
IQLearnFS_ME-methods | Methods Available for Objects of Class 'IQLearnFS_ME' |
IQLearnFS-methods | Methods Available for Objects of Class 'IQLearnFS' |
IQLearnFS_VHet-class | Class 'IQLearnFS_VHet' |
IQLearnFS_VHet-methods | Methods Available for Objects of Class 'IQLearnFS_VHet' |
IQLearnSS-class | Class 'IQLearnSS' |
IQLearnSS-methods | Methods Available for Objects of Class 'IQLearnSS' |
iter | Defining the iter Input Variable |
Kernel-class | Class 'Kernel' |
Kernel-methods | Methods Available for Objects of Class 'Kernel' |
KernelObj-class | Class 'KernelObj' |
KernelObj-methods | Methods Available for Objects of Class 'KernelObj' |
Learning-class | Class 'Learning' |
Learning-methods | Methods Available for Objects of Class 'Learning' |
LearningMulti-class | Class 'LearningMulti' |
LearningMulti-methods | Methods Available for Objects of Class 'LearningMulti' |
LearningObject-class | Class 'LearningObject' |
LearningObject-methods | Methods Available for Objects of Class 'LearningObject' |
LinearKernel-class | Class 'LinearKernel' |
LinearKernel-methods | Methods Available for Objects of Class 'LinearKernel' |
List-class | Class 'List' |
LogitSurrogate-class | Class 'LogitSurrogate' |
LogitSurrogate-methods | Methods Available for Objects of Class 'LogitSurrogate' |
MethodObject-class | Class 'MethodObject' |
MethodObject-methods | Methods Available for Objects of Class 'MethodObject' |
ModelObj_DecisionPointList-class | Class ModelObj_DecisionPointList |
ModelObjSubset-class | Class 'ModelObjSubset' |
ModelObj_SubsetList-class | Class ModelObj_SubsetList |
ModelObjSubset-methods | Methods Available for Objects of Class 'ModelObjSubset' |
moPropen | Defining the moPropen Input Variable |
MultiRadialKernel-class | Class 'MultiRadialKernel' |
MultiRadialKernel-methods | Methods Available for Objects of Class 'MultiRadialKernel' |
newBOWL | Create a BOWL Object for First Step of BOWL Algorithm |
newBOWLStep | Create a BOWL Object |
newClassificationFit | Complete a Classification Regression Step |
newClassificationObj | Create an Object of Class 'ClassificationFitObj' |
newCVInfo | Create a CVInfo Object |
newCVInfoObj | Create a New CVInfoObj Object |
newCVStep | An n-Fold Cross Validation Step |
newEARL | Complete an EARL Analysis |
newIQLearnFS_C | Complete First Stage Analysis of Contrasts for Interactive... |
newIQLearnFS_ME | Complete First Stage Analysis of Main Effects for Interactive... |
newIQLearnFS_VHet | Complete First Stage Analysis of Residuals for Interactive... |
newIQLearnSS | Complete Second Stage Analysis of Interactive Q-Learning... |
newKernelObj | Create a KernelObj |
newLearning | Complete a Learning Analysis |
newModel | Combine model object models |
newModelObjSubset | Create Internal Model Objects for Subsets of Data |
newOptim | Complete an Optimization Step |
newOptimalClass | Estimate the Optimal Treatment and Value Using Classification |
newOptimalSeq | Complete a the Coarsened/Missing Data Analysis |
newOptimObj | Create an OptimObj Object |
newOutcomeFit | Perform an Outcome Regression Step |
newOutcomeObj | Create a new 'OutcomeObj' object |
newOWL | Complete an OWL Analysis |
newPropensityFit | Complete a Propensity Regression Step |
newPropensityObj | Create a new 'PropensityObj' object |
newQLearn | Perform a Step of the Q-Learning Algorithm |
newRegime | Create a new 'Regime' object |
newRegimeObj | Create a New 'RegimeObj' Object |
newRWL | Complete a Residual Weighted Learning Analysis |
newRWL-methods | Complete a Residual Weighted Learning Analysis |
newTxObj | Create 'TxObj' Object |
newTxSubset | Create 'TxSubset' Object |
newTypedFit | Complete a Regression Step |
newTypedFitObj | Create a new 'TypedFitObj' object |
optimalClass | Classification Perspective |
OptimalClass-class | Class 'OptimalClass' |
OptimalClass-methods | Methods Available for Objects of Class 'OptimalClass' |
OptimalClassObj-class | Class 'OptimalClassObj' |
OptimalInfo-class | Class 'OptimalInfo' |
OptimalInfo-methods | Methods Available for Objects of Class 'OptimalInfo' |
OptimalObj-class | Class 'OptimalObj' |
OptimalObj-methods | Methods Available for Objects of Class 'OptimalObj' |
optimalSeq | Missing or Coarsened Data Perspective - Genetic Algorithm |
OptimalSeq-class | Class 'OptimalSeq' |
OptimalSeqCoarsened-class | Class Contains Results for the Coarsened Data IPW/AIPW Method |
OptimalSeqCoarsened-methods | Methods Available for Objects of Class 'OptimalSeqCoarsened' |
OptimalSeq-methods | Methods Available for Objects of Class 'OptimalSeq' |
OptimalSeqMissing-class | Class Contains Results for the Missing Data IPW/AIPW Method |
OptimalSeqMissing-methods | Methods Available for Objects of Class 'OptimalSeqMissing' |
OptimBasic-class | Class 'OptimBasic' |
OptimBasic-methods | Methods Available for Objects of Class 'OptimBasic' |
OptimKernel-class | Class 'OptimKernel' |
OptimKernel-methods | Methods Available for Objects of Class 'OptimKernel' |
optimObj | Extract Optimization Results |
OptimObj-class | Class 'OptimObj' |
OptimObj-methods | Methods Available for Objects of Class 'OptimObj' |
OptimStep | Complete Cross-Validation Step and Final Optimization |
OptimStep-class | Class 'OptimStep' Class 'OptimStep' holds results of a... |
OptimStep-methods | Methods Available for Objects of Class 'OptimStep' |
optTx | Extract or Estimate the Optimal Tx and Decision Functions |
outcome | Retrieve Outcome Regression Analysis |
OutcomeIterateFit-class | Class 'OutcomeIterateFit' |
OutcomeIterateFit-methods | Methods Available for Objects of Class 'OutcomeIterateFit' |
OutcomeNoFit-class | Class 'OutcomeNoFit' |
OutcomeNoFit-methods | Methods Available for Objects of Class 'OutcomeNoFit' |
OutcomeObj-class | Class 'OutcomeObj' |
OutcomeObj-methods | Methods Available for Objects of Class 'OutcomeObj' |
OutcomeSimpleFit-class | Class 'OutcomeSimpleFit' |
OutcomeSimpleFit_fSet-class | Class 'OutcomeSimpleFit_fSet' |
OutcomeSimpleFit_fSet-methods | Methods Available for Objects of Class... |
OutcomeSimpleFit-methods | Methods Available for Objects of Class 'OutcomeSimpleFit' |
OutcomeSimpleFit_SubsetList-class | Class 'OutcomeSimpleFit_SubsetList' |
OutcomeSimpleFit_SubsetList-methods | Methods Available for Objects of Class... |
owl | Outcome Weighted Learning |
OWL-class | Class 'OWL' |
OWL-methods | Methods Available for Objects of Class 'OWL' |
plot | Generates Plots as Defined by Modeling Functions |
PolyKernel-class | Class 'PolyKernel' |
PolyKernel-methods | Methods Available for Objects of Class 'PolyKernel' |
propen | Retrieve Propensity Regression Analysis |
PropensityFit-class | Class 'PropensityFit' |
PropensityFit_fSet-class | Class 'PropensityFit_fSet' |
PropensityFit_fSet-methods | Methods Available for Objects of Class 'PropensityFit_fSet' |
PropensityFit-methods | Methods Available for Objects of Class 'PropensityFit' |
PropensityFit_SubsetList-class | Class 'PropensityFit_SubsetList' |
PropensityFit_SubsetList-methods | Methods Available for Objects of Class... |
PropensityObj-class | Class 'PropensityObj' |
PropensityObj-methods | Methods Available for Objects of Class 'PropensityObj' |
qLearn | A Step of the Q-Learning Algorithm |
QLearn-class | Class 'QLearn' |
QLearnObj-class | Class 'QLearnObj' |
RadialKernel-class | Class 'RadialKernel' |
RadialKernel-methods | Methods Available for Objects of Class 'RadialKernel' |
Regime-class | Class 'Regime' |
regimeCoef | Extract Regime Parameters |
Regime-methods | Methods Available for Objects of Class 'Regime' |
RegimeObj-class | Class 'RegimeObj' |
RegimeObj-methods | Methods Available for Objects of Class 'RegimeObj' |
residuals | Extract Model Residuals |
rwl | Residual Weighted Learning |
RWL-class | Class 'RWL' |
RWL-methods | Methods Available for Objects of Class 'RWL' |
sd | Standard Deviation |
seqFunc | Define the Objective Function |
SmoothRampSurrogate-class | Class 'SmoothRampSurrogate' |
SmoothRampSurrogate-methods | Methods Available for Objects of Class 'SmoothRampSurrogate' |
SqHingeSurrogate-class | Class 'SqHingeSurrogate' |
SqHingeSurrogate-methods | Methods Available for Objects of Class 'SqHingeSurrogate' |
SubsetList-class | Class 'SubsetList' |
SubsetList-methods | Methods Available for Objects of Class 'SubsetList' |
summary | Result Summaries |
Surrogate-class | Class 'Surrogate' |
Surrogate-methods | Methods Available for Objects of Class 'Surrogate' |
TxInfoBasic-class | Class 'TxInfoBasic' |
TxInfoBasic-methods | Methods Available for Objects of Class 'TxInfoBasic' |
TxInfoFactor-class | Class TxInfoFactor |
TxInfoFactor-methods | Methods Available for Objects of Class 'TxInfoFactor' |
TxInfoInteger-class | Class TxInfoInteger |
TxInfoInteger-methods | Methods Available for Objects of Class 'TxInfoInteger' |
TxInfoList | Class 'TxInfoList' |
TxInfoList-methods | Methods Available for Objects of Class 'TxInfoList' |
TxInfoNoSubsets-class | Class 'TxInfoNoSubsets' |
TxInfoNoSubsets-methods | Methods Available for Objects of Class 'TxInfoNoSubsets' |
TxInfoWithSubsets-class | Class 'TxInfoWithSubsets' |
TxInfoWithSubsets-methods | Methods Available for Objects of Class 'TxInfoWithSubsets' |
TxObj-class | Class 'TxObj' |
TxObj-methods | Methods Available for Objects of Class 'TxObj' |
TxSubset-class | Class 'TxSubset' |
TxSubsetFactor-class | Class 'TxSubsetFactor' |
TxSubsetFactor-methods | Methods Available for Objects of Class 'TxSubsetFactor' |
TxSubsetInteger-class | Class TxSubsetInteger |
TxSubsetInteger-methods | Methods Available for Objects of Class 'TxSubsetInteger' |
TxSubset-methods | Methods Available for Objects of Class 'TxSubset' |
TypedFit-class | Class 'TypedFit' |
TypedFit_fSet-class | Class 'TypedFit_fSet' |
TypedFit_fSet-methods | Methods Available for Objects of Class 'TypedFit_fSet' |
TypedFit-methods | Methods Available for Objects of Class 'TypedFit' |
TypedFitObj-class | Class 'TypedFitObj' |
TypedFitObj-methods | Methods Available for Objects of Class 'TypedFitObj' |
TypedFit_SubsetList-class | Class 'TypedFit_SubsetList' |
TypedFit_SubsetList-methods | Methods Available for Objects of Class 'TypedFit_SubsetList' |
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