soerenkuenzel / causalToolboxLinks
☆43Updated 4 years ago
Alternatives and similar repositories for causalToolbox
Users that are interested in causalToolbox are comparing it to the libraries listed below
Sorting:
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆114Updated 4 years ago
- ☆95Updated last year
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 9 months ago
- Policy learning via doubly robust empirical welfare maximization over trees☆83Updated last month
- Causal Inference using Bayesian Additive Regression Trees☆82Updated last month
- Double Machine Learning for Multiple Treatments☆41Updated 4 years ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Updated 4 years ago
- R package cfcausal☆32Updated 2 years ago
- ☆47Updated 2 years ago
- ☆34Updated 3 years ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆110Updated last year
- Implementation of Double Machine Learning☆36Updated 5 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆67Updated 4 years ago
- Notes and simulations on graduate level causal inference in statistics with applications to social sciences.☆23Updated 6 years ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 6 months ago
- A package for Bayesian causal inference with time-series cross-sectional data☆26Updated last year
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated last year
- Methods for heterogeneous treatment effect estimation☆24Updated 3 years ago
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆36Updated 2 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated 10 months ago
- Packages of Example Data for The Effect☆148Updated 10 months ago
- Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1☆16Updated 5 years ago
- Sensitivity analysis tools for causal ML☆18Updated last week
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆25Updated 2 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated last year
- Bayesian Causal Forests☆48Updated last year
- Tutorials on Stan for Bayesian causal inference☆19Updated 3 months ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- ☆23Updated 7 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated last week