annennenne / causalDiscoLinks
Tools for causal discovery in R
☆20Updated 9 months ago
Alternatives and similar repositories for causalDisco
Users that are interested in causalDisco are comparing it to the libraries listed below
Sorting:
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 4 months ago
- R package cfcausal☆33Updated 3 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- ☆44Updated 4 years ago
- Bayesian Causal Forests☆50Updated last year
- ☆95Updated last year
- Distributional Random Forests (Cevid et al., 2020)☆45Updated this week
- causaleffect: R package for identifying causal effects.☆36Updated 2 months ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆26Updated 4 years ago
- The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-va…☆30Updated last week
- Code to run submissions for the Atlantic Causal Inference Competition☆43Updated last year
- ☆32Updated last month
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆31Updated 9 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 9 months ago
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆90Updated last year
- ☆48Updated 2 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 4 years ago
- A unified interface for the estimation of causal networks☆22Updated 5 years ago
- Noisy network measurement with stan☆56Updated 4 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- Double Machine Learning for Multiple Treatments☆41Updated 5 years ago
- Tutorial_Computational_Causal_Inference_Estimators☆38Updated 4 years ago
- ☆34Updated 3 years ago
- Delicatessen: the Python one-stop sandwich (variance) shop 🥪☆30Updated this week