annennenne / causalDisco
Tools for causal discovery in R
☆19Updated 2 months ago
Alternatives and similar repositories for causalDisco:
Users that are interested in causalDisco are comparing it to the libraries listed below
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 5 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆61Updated 4 years ago
- causaleffect: R package for identifying causal effects.☆31Updated 2 years ago
- R package cfcausal☆27Updated 2 years ago
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated 10 months ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆19Updated 2 months ago
- Data for and description of the ACIC 2023 data competition☆32Updated last year
- ☆94Updated last year
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆26Updated 3 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 3 months ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆38Updated 4 years ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated 7 months ago
- A unified interface for the estimation of causal networks☆22Updated 5 years ago
- R Wrapper for Tetrad Library☆35Updated 8 months ago
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 7 months ago
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆14Updated 2 months ago
- ☆42Updated 4 years ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆84Updated 9 months ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆30Updated 2 months ago
- Bayesian Causal Forests☆44Updated 11 months ago
- ☆41Updated 2 years ago
- The simMixedDAG package enables simulation of "real life" datasets from DAGs☆13Updated 5 years ago
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆75Updated 4 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- Tutorial_Computational_Causal_Inference_Estimators☆34Updated 3 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 6 months ago
- R Implementation of FLAME, DAME, and other algorithms in the AME framework☆12Updated 2 years ago
- Tutorials on Stan for Bayesian causal inference☆19Updated last year
- ☆16Updated 10 months ago