Man pages for Team-Wang-Lab/T-RL
Tree-based Reinforcement Learning for estimating optimal DTR.
| best.H | Pick the best covariate for split. This is for the split one... |
| best.H.lh | Search for best covariate for splitting based on lookahead. |
| combine.mat | Combine matrices with different dimensions, add NA for... |
| CV.lambda | Cross-validation to decide minimum purity improvement for... |
| DTRtree | Tree-based Reinforcement Learning for estimating optimal DTR. |
| M.propen | Estimate propensity score by a multinomial model. |
| mus.AIPW | Calculate weighted mean outcome with AIPW. |
| Opt.A | Choose the optimal treatment with given pseudo outcome matrix... |
| predict_DTR | Predit optimal treatment using the output from DTRtree. |
| Reg.mu | Estimate conditional means for multiple stages |
| Split.X | Split a parent node into two child nodes by a covariate.... |
| Split.X.lh | Search for best split by lookahead Compare single best split... |
