socket778 / XBCF
R and python implementations of Accelerated Bayesian Causal Forest.
☆25Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for XBCF
- Bayesian Causal Forests☆40Updated 6 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆58Updated 4 years ago
- Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference☆17Updated this week
- Data for and description of the ACIC 2023 data competition☆32Updated last year
- ☆92Updated 10 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 3 years ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆33Updated 3 years ago
- R package cfcausal☆26Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 2 months ago
- ☆31Updated 2 years ago
- ☆42Updated 3 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 2 years ago
- Sensitivity analysis tools for causal ML☆12Updated 5 months ago
- Discrete Bayesian Additive Regression Trees Sampler☆56Updated 3 months ago
- ☆12Updated 5 months ago
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆45Updated 2 months ago
- R packages for Bayesian Nonparametrics☆12Updated last month
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆17Updated 2 months ago
- ☆34Updated last year
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 3 months ago
- ☆31Updated 2 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆15Updated 4 years ago
- Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1☆14Updated 4 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆64Updated 4 months ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆103Updated 3 years ago
- Bayesian DFA with Stan☆28Updated last month
- Uses Stan sampler and math library to semiparametrically fit linear and multilevel models with additive Bayesian Additive Regression Tree…☆40Updated 2 months ago
- Tools for causal discovery in R☆18Updated 5 months ago
- R package to implement high-dimensional confounding adjustment using continuous spike and slab priors☆10Updated 4 years ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆15Updated last month