jaredsmurray / bcfLinks
Bayesian Causal Forests
☆52Updated 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
- ☆96Updated 2 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- R package cfcausal☆33Updated 3 years ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 5 months ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- ☆44Updated 4 years ago
- Discrete Bayesian Additive Regression Trees Sampler☆61Updated 3 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- ☆22Updated last year
- Delicatessen: the Python one-stop sandwich (variance) shop 🥪☆30Updated last month
- Bayesian Generalized Linear Models with Time-Varying Coefficients☆45Updated last year
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆120Updated 4 years ago
- ☆33Updated 3 months ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆111Updated 2 years ago
- Policy learning via doubly robust empirical welfare maximization over trees☆86Updated 6 months ago
- Dimension Reduction Methods for Multivariate Time Series☆61Updated 8 months ago
- An R-Java Bayesian Additive Regression Trees implementation☆64Updated last week
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Updated 4 years ago
- R package to implement high-dimensional confounding adjustment using continuous spike and slab priors☆10Updated 6 years ago
- Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.☆142Updated 11 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 4 months ago
- ☆48Updated 3 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 4 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Distributional Random Forests (Cevid et al., 2020)☆45Updated last week
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Updated last year
- ☆31Updated 5 years ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 11 months ago
- Code to run submissions for the Atlantic Causal Inference Competition☆45Updated last year