Learning Algorithms for Dynamic Treatment Regimes


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Documentation for package ‘DTRlearn’ version 1.3

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DTRlearn-package Dynamic Treatment Regimens Learning
DTRlearn Dynamic Treatment Regimens Learning
make_2classification Data Simulation for 2 stages
make_classification Data Simulation for single stage
Olearning Multiple stage Improved Olearning
Olearning_Single Improved single stage O-learning with cross validation
Plearning Plearning
plot.linearcl Plot coefficients for SVM with linear kernel
plot.qlearn Plot the linear coefficients of interaction
predict.linearcl Predict
predict.qlearn Predict optimal treatment by Qlearning
predict.rbfcl Predict
Qlearning Q-learning
Qlearning_Single Single Stage Q learning
wsvm weighted SVM