Causal Inference using Bayesian Additive Regression Trees
☆86Jul 30, 2025Updated 7 months ago
Alternatives and similar repositories for bartCause
Users that are interested in bartCause are comparing it to the libraries listed below
Sorting:
- Discrete Bayesian Additive Regression Trees Sampler☆61Oct 15, 2025Updated 4 months ago
- Point-and-click bartCause analysis and causal inference education☆26Jun 5, 2025Updated 8 months ago
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆47Dec 4, 2025Updated 2 months ago
- ☆16Feb 3, 2024Updated 2 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆45Aug 14, 2024Updated last year
- Causal machine learning pipeline using tlverse/sl3☆13Dec 21, 2025Updated 2 months ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- Implementation of GP-BART algorithm.☆17Dec 28, 2023Updated 2 years ago
- ☆22Mar 16, 2025Updated 11 months ago
- Filter-based feature selection for mlr3☆20Sep 12, 2025Updated 5 months ago
- Towards a more flexible BART☆24Feb 11, 2026Updated 2 weeks ago
- Tidy methods for Bayesian treatment effect models☆18Dec 8, 2025Updated 2 months ago
- Foundation Model for Tabular Data via reticulate☆20Dec 4, 2025Updated 2 months ago
- Bayesian Causal Forests☆53May 15, 2024Updated last year
- Tutorial on Bayesian optimization in R☆15Apr 28, 2022Updated 3 years ago
- ☆28Mar 30, 2024Updated last year
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆28Apr 5, 2025Updated 10 months ago
- An R-Java Bayesian Additive Regression Trees implementation☆64Jan 20, 2026Updated last month
- Longitudinal Targeted Maximum Likelihood Estimation package☆27Apr 17, 2023Updated 2 years ago
- R Package for Automated Speech Recognition☆10Aug 10, 2015Updated 10 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- ☆94Dec 10, 2024Updated last year
- Tools for causal discovery in R☆21Updated this week
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆121Apr 10, 2021Updated 4 years ago
- Super learner fitting and prediction using mlr3☆11Feb 20, 2025Updated last year
- R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling☆13Sep 21, 2024Updated last year
- Heterogeneous effects analysis of conjoint experiments using BART☆10Sep 6, 2023Updated 2 years ago
- An R package for tidyverse-friendly causal inference☆10Aug 2, 2019Updated 6 years ago
- Comprehensive Cross-Validation Engine☆27Sep 7, 2022Updated 3 years ago
- A R package for multi-dimensional data visualization☆11Jul 15, 2025Updated 7 months ago
- ☆10Nov 30, 2022Updated 3 years ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 5 months ago
- Projection predictive variable selection☆114Jan 23, 2026Updated last month
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆24Jan 18, 2022Updated 4 years ago
- Simulation code and results for https://arxiv.org/abs/1705.08527☆12Apr 12, 2022Updated 3 years ago
- ☆14Jun 11, 2018Updated 7 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Dec 8, 2021Updated 4 years ago
- Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem☆14Aug 16, 2025Updated 6 months ago
- Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model☆25Mar 28, 2021Updated 4 years ago