Bayesian Tree Ensembles for Survival Analysis and Causal
Inference
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Documentation for package ‘ShrinkageTrees’ version 1.2.0
- DESCRIPTION file.
- Code demos. Use demo() to run them.
Help Pages
| CausalHorseForest | Causal Horseshoe Forests |
| CausalShrinkageForest | General Causal Shrinkage Forests |
| censored_info | Compute mean estimate for censored data |
| HorseTrees | Horseshoe Regression Trees (HorseTrees) |
| pdac | Processed TCGA PAAD dataset (pdac) |
| ShrinkageTrees | General Shrinkage Regression Trees (ShrinkageTrees) |
| SurvivalBART | SurvivalBART |
| SurvivalBCF | SurvivalBCF (Bayesian Causal Forest for survival data) |
| SurvivalDART | SurvivalDART |
| SurvivalShrinkageBCF | SurvivalShrinkageBCF (Shrinkage Bayesian Causal Forest for survival data) |