vdorie / bartCauseLinks
Causal Inference using Bayesian Additive Regression Trees
☆84Updated 5 months ago
Alternatives and similar repositories for bartCause
Users that are interested in bartCause are comparing it to the libraries listed below
Sorting:
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- ☆96Updated last year
- Discrete Bayesian Additive Regression Trees Sampler☆61Updated 2 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- R package cfcausal☆33Updated 3 years ago
- ☆34Updated 3 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆15Updated 3 months ago
- Fast approximate Shapley values in R☆127Updated 7 months ago
- An R-Java Bayesian Additive Regression Trees implementation☆63Updated last year
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 6 months ago
- Translating ML into Bayes, one line at a time☆83Updated 2 years ago
- ☆44Updated 4 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆77Updated 2 months ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆80Updated 4 months ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Updated last year
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Updated 4 years ago
- Drawing graphical models for causal inference using LaTeX☆119Updated 2 years ago
- An introduction to Multilevel Modeling and Poststratification (MRP) and some of its extensions.☆40Updated 3 years ago
- Suite of sensitivity analysis tools for OLS☆96Updated last year
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆120Updated 4 years ago
- Targeted Learning for Survival Analysis☆23Updated 2 years ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- 💪 🤔 Modern Super Learning with Machine Learning Pipelines☆106Updated 5 months ago
- A package for Bayesian causal inference with time-series cross-sectional data☆29Updated last year
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 10 months ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆111Updated 2 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- WeightIt: an R package for propensity score weighting☆118Updated last month