jaredsmurray / bcfLinks
Bayesian Causal Forests
☆48Updated last year
Alternatives and similar repositories for bcf
Users that are interested in bcf are comparing it to the libraries listed below
Sorting:
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated last year
- ☆95Updated last year
- R package cfcausal☆32Updated 2 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆67Updated 4 years ago
- Causal Inference using Bayesian Additive Regression Trees☆82Updated last month
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆114Updated 4 years ago
- ☆43Updated 4 years ago
- ☆21Updated last year
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- ☆47Updated 2 years ago
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆26Updated 3 years ago
- ☆32Updated 4 months ago
- Policy learning via doubly robust empirical welfare maximization over trees☆83Updated last month
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 9 months ago
- ☆92Updated 9 months ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated last year
- Discrete Bayesian Additive Regression Trees Sampler☆59Updated 5 months ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Updated 4 years ago
- Tools for conformal inference in regression☆248Updated last year
- Implementing MCMC sampling from scratch in R for various Bayesian models☆110Updated last year
- Packages of Example Data for The Effect☆148Updated 10 months ago
- ☆33Updated 3 years ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆52Updated 4 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated 10 months ago
- DoubleML - Double Machine Learning in R☆151Updated 5 months ago
- Double Machine Learning for Multiple Treatments☆41Updated 4 years ago
- Tools for causal discovery in R☆19Updated 6 months ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- Causal Inference: What If. R and Stata code for Exercises☆90Updated 3 months ago