# Bayesian Tree Ensembles for Survival Analysis and Causal Inference

## Documentation for package ‘ShrinkageTrees’ version 2.0.2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.
- Package NEWS.

## Help Pages

as.mcmc.list.ShrinkageTrees | Convert MCMC output to a coda mcmc.list
bayesian_bootstrap_ate | Bayesian bootstrap average treatment effect
CausalHorseForest | Causal Horseshoe Forests
CausalShrinkageForest | General Causal Shrinkage Forests
HorseTrees | Horseshoe Regression Trees (HorseTrees)
ovarian | Semi-synthesised TCGA Ovarian Cancer Dataset
ovarian_truth | Ground-truth quantities for the semi-synthesised ovarian dataset
pdac | Processed TCGA PAAD dataset (pdac)
plot.CausalShrinkageForest | Plot diagnostics for a CausalShrinkageForest model
plot.ShrinkageTrees | Plot diagnostics for a ShrinkageTrees model
plot.ShrinkageTreesPrediction | Plot posterior predictive survival curves
predict.CausalShrinkageForest | Posterior predictive inference for a CausalShrinkageForest model
predict.ShrinkageTrees | Posterior predictive inference for a ShrinkageTrees model
print.CausalShrinkageForest | Print a CausalShrinkageForest model
print.CausalShrinkageForestPrediction | Print a CausalShrinkageForestPrediction object
print.ShrinkageTrees | Print a ShrinkageTrees model
print.ShrinkageTreesPrediction | Print a ShrinkageTreesPrediction object
print.summary.CausalShrinkageForest | Print a CausalShrinkageForest model summary
print.summary.CausalShrinkageForestPrediction | Print a CausalShrinkageForestPrediction summary
print.summary.ShrinkageTrees | Print a ShrinkageTrees model summary
print.summary.ShrinkageTreesPrediction | Print a ShrinkageTreesPrediction summary
ShrinkageTrees | General Shrinkage Regression Trees (ShrinkageTrees)
summary.CausalShrinkageForest | Summarise a CausalShrinkageForest model
summary.CausalShrinkageForestPrediction | Summarise a CausalShrinkageForestPrediction object
summary.ShrinkageTrees | Summarise a ShrinkageTrees model
summary.ShrinkageTreesPrediction | Summarise a ShrinkageTreesPrediction object
SurvivalBART | SurvivalBART
SurvivalBCF | SurvivalBCF (Bayesian Causal Forest for survival data)
SurvivalDART | SurvivalDART
SurvivalShrinkageBCF | SurvivalShrinkageBCF (Shrinkage Bayesian Causal Forest for survival data)