DTRstep,DynTxRegime-method

classif,DynTxRegime-method

cvInfo,DynTxRegime-method

fittedCont,DynTxRegime-method

fittedMain,DynTxRegime-method

genetic,DynTxRegime-method

optimObj,DynTxRegime-method

regimeCoef,DynTxRegime-method

residuals,DynTxRegime-method

sd,DynTxRegime-method

DTRstep,BOWL-method

cvInfo,BOWL-method

optimObj,BOWL-method

optTx,BOWL,missing-method

optTx,BOWL,data.frame-method

print,BOWL-method

regimeCoef,BOWL-method

show,BOWL-method

summary,BOWL-method

DTRstep,EARLIPWE-method

print,EARLIPWE-method

show,EARLIPWE-method

summary,EARLIPWE-method

DTRstep,EARLAIPWE-method

print,EARLAIPWE-method

show,EARLAIPWE-method

summary,EARLAIPWE-method

fitObject,OptimalClassAIPWE-method

fitObject,OptimalClassIPWE-method

DTRstep,IQLearnFS_C-method

print,IQLearnFS_C-method

show,IQLearnFS_C-method

residuals,IQLearnFS_C-method

DTRstep,IQLearnFS_ME-method

print,IQLearnFS_ME-method

show,IQLearnFS_ME-method

DTRstep,IQLearnFS_VHet-method

print,IQLearnFS_VHet-method

show,IQLearnFS_VHet-method

residuals,IQLearnFS_VHet-method

DTRstep,IQLearnSS-method

estimator,IQLearnSS-method

fittedCont,IQLearnSS-method

fittedMain,IQLearnSS-method

print,IQLearnSS-method

optTx,IQLearnSS,missing-method

optTx,IQLearnSS,data.frame-method

show,IQLearnSS-method

classif,OptimalClassIPWE-method

DTRstep,OptimalClassIPWE-method

optTx,OptimalClassIPWE,data.frame-method

optTx,OptimalClassIPWE,missing-method

plot,OptimalClassIPWE,ANY-method

print,OptimalClassIPWE-method

show,OptimalClassIPWE-method

summary,OptimalClassIPWE-method

classif,OptimalClassAIPWE-method

DTRstep,OptimalClassAIPWE-method

optTx,OptimalClassAIPWE,data.frame-method

optTx,OptimalClassAIPWE,missing-method

plot,OptimalClassAIPWE,ANY-method

print,OptimalClassAIPWE-method

show,OptimalClassAIPWE-method

summary,OptimalClassAIPWE-method

DTRstep,OptimalSeqIPWE_SDP-method

genetic,OptimalSeqIPWE_SDP-method

optTx,OptimalSeqIPWE_SDP,data.frame-method

print,OptimalSeqIPWE_SDP-method

regimeCoef,OptimalSeqIPWE_SDP-method

show,OptimalSeqIPWE_SDP-method

summary,OptimalSeqIPWE_SDP-method

DTRstep,OptimalSeqAIPWE_SDP-method

genetic,OptimalSeqAIPWE_SDP-method

optTx,OptimalSeqAIPWE_SDP,data.frame-method

print,OptimalSeqAIPWE_SDP-method

regimeCoef,OptimalSeqAIPWE_SDP-method

show,OptimalSeqAIPWE_SDP-method

summary,OptimalSeqAIPWE_SDP-method

DTRstep,OptimalSeqIPWE_MDP-method

genetic,OptimalSeqIPWE_MDP-method

optTx,OptimalSeqIPWE_MDP,data.frame-method

optTx,OptimalSeqIPWE_MDP,missing-method

print,OptimalSeqIPWE_MDP-method

regimeCoef,OptimalSeqIPWE_MDP-method

show,OptimalSeqIPWE_MDP-method

summary,OptimalSeqIPWE_MDP-method

DTRstep,OptimalSeqAIPWE_MDP-method

genetic,OptimalSeqAIPWE_MDP-method

optTx,OptimalSeqAIPWE_MDP,data.frame-method

optTx,OptimalSeqAIPWE_MDP,missing-method

print,OptimalSeqAIPWE_MDP-method

regimeCoef,OptimalSeqAIPWE_MDP-method

show,OptimalSeqAIPWE_MDP-method

summary,OptimalSeqAIPWE_MDP-method

DTRstep,OWL-method

cvInfo,OWL-method

optimObj,OWL-method

optTx,OWL,data.frame-method

internal

internals

Methods to estimate dynamic treatment regimes using Interactive Q-Learning, Q-Learning, weighted learning, and value-search methods based on Augmented Inverse Probability Weighted Estimators and Inverse Probability Weighted Estimators.

internals: ~~

Description

Arguments