vdorie / aciccomp
Code to run submissions for the Atlantic Causal Inference Competition
☆42Updated 8 months ago
Alternatives and similar repositories for aciccomp:
Users that are interested in aciccomp are comparing it to the libraries listed below
- ☆94Updated last year
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆108Updated 4 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆61Updated 4 years ago
- ☆42Updated 3 years ago
- ☆31Updated 2 years ago
- Non-parametrics for Causal Inference☆44Updated 3 years ago
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 6 months ago
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆26Updated 3 years ago
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆83Updated 6 years ago
- Bayesian Causal Forests☆43Updated 10 months ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆68Updated 8 months ago
- Policy learning via doubly robust empirical welfare maximization over trees☆78Updated 10 months ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆34Updated 3 years ago
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated 9 months ago
- Code for Colangelo and Lee (2025)☆13Updated 2 months ago
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆14Updated 2 years ago
- Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competition☆12Updated 7 years ago
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆17Updated last month
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 4 months ago
- Tutorial_Computational_Causal_Inference_Estimators☆32Updated 3 years ago
- Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression disconti…☆16Updated last year
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆25Updated last year
- Non-parametric Causal Effects Based on Modified Treatment Policies☆63Updated last month
- A unified interface for the estimation of causal networks☆22Updated 5 years ago
- ☆16Updated 10 months ago
- Tools for causal discovery in R☆19Updated last month
- R package cfcausal☆27Updated 2 years ago
- Sensitivity analysis tools for causal ML☆16Updated 10 months ago
- This repository is used as a support for the paper "" (to be named)☆25Updated 3 years ago