R Package Scholar
239,206

BART: Bayesian Additive Regression Trees

Robert McCulloch  Rodney Sparapani  Robert Gramacy  Matthew Pratola  Charles Spanbauer  Martyn Plummer  Nicky Best  Kate Cowles  Karen Vines   View description and downloadsView dependenciesGitHub project

2017 Published
0 Citations
9 Authors
24 Revisions
2.9.9 Version
GPL-2 License
Referenced by ⇅ Year
CRE: Interpretable Discovery and Inference of Heterogeneous Treatment Effects (Version 0.2.7)

2022
RCTrep: Validation of Estimates of Treatment Effects in Observational Data (Version 1.2.0)

2023
SAMTx: Sensitivity Assessment to Unmeasured Confounding with Multiple Treatments (Version 0.3.0)

2021
condvis2: Interactive Conditional Visualization for Supervised and Unsupervised Models in Shiny (Version 0.1.2)

2019
paths: An Imputation Approach to Estimating Path-Specific Causal Effects (Version 0.1.2)

2020
riAFTBART: A Flexible Approach for Causal Inference with Multiple Treatments and Clustered Survival Outcomes (Version 0.3.3)

2022
AuxSurvey: Survey Analysis with Auxiliary Discretized Variables (Version 1.1)

2024
CIMTx: Causal Inference for Multiple Treatments with a Binary Outcome (Version 1.2.0)

2020
CRE Effects: (Version )

0
MachineShop: Machine Learning Models and Tools (Version 3.9.1)

2018
RCTrep Data: (Version )

0
SAMTx Treatments: (Version )

0
StratifiedMedicine: Stratified Medicine (Version 1.0.5)

2019
bark: Bayesian Additive Regression Kernels (Version 1.0.5)

2008
bartXViz: Visualization of BART and BARP using SHAP (Version 1.0.9)

2025
bartMan: Create Visualisations for BART Models (Version 0.2.1)

2024
bmabart: Bayesian Mediation Analysis Using BART (Version 2.0)

2025
borrowr: Estimate Causal Effects with Borrowing Between Data Sources (Version 0.2.0)

2019
cjbart: Heterogeneous Effects Analysis of Conjoint Experiments (Version 0.3.2)

2021
familiar: End-to-End Automated Machine Learning and Model Evaluation (Version 1.5.0)

2022
paths Effects: (Version )

0
tidytreatment: Tidy Methods for Bayesian Treatment Effect Models (Version 0.3.2)

2021
varPro Priority: (Version )

0

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