DTRlearn-package | 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 |
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