A Python package for causal inference using Synthetic Controls
☆192Jan 25, 2024Updated 2 years ago
Alternatives and similar repositories for SyntheticControlMethods
Users that are interested in SyntheticControlMethods are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fit Sparse Synthetic Control Models in Python☆91Mar 26, 2024Updated last year
- A python module for the synthetic control method☆82Jan 4, 2026Updated 2 months ago
- Synthetic difference in differences for Python☆87Apr 4, 2024Updated last year
- ☆18Jun 28, 2024Updated last year
- OLS Weights on Heterogeneous Treatment Effects☆10Jun 15, 2020Updated 5 years ago
- Augmented Synthetic Control Method☆165Mar 11, 2026Updated last week
- fast synthetic control estimators for panel data problems☆23Sep 1, 2025Updated 6 months ago
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,275Sep 18, 2025Updated 6 months ago
- difference-in-differences in Python☆109Jan 17, 2024Updated 2 years ago
- A Penalized Synthetic Control Estimator for Disaggregated Data (JASA, 2021)☆35Mar 1, 2025Updated last year
- Inference for synthetic controls☆40Feb 11, 2026Updated last month
- Applied Econometrics 2021☆32Jul 15, 2021Updated 4 years ago
- DoubleML - Double Machine Learning in Python☆718Mar 13, 2026Updated last week
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,542Updated this week
- ☆17May 29, 2017Updated 8 years ago
- Generalized Synthetic Control Method☆149Updated this week
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆39Mar 6, 2026Updated 2 weeks ago
- Simple function to adjust for covariates in synthdid☆21May 23, 2022Updated 3 years ago
- Synthetic difference in differences☆300Jan 15, 2024Updated 2 years ago
- replication python code for synthetic difference in difference simulation. please check https://arxiv.org/abs/1812.09970 and https://gi…☆16May 6, 2019Updated 6 years ago
- CSDID☆49Jan 13, 2026Updated 2 months ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆58May 17, 2025Updated 10 months ago
- Two way models in python☆37Feb 6, 2024Updated 2 years ago
- High-dimensional fixed effect estimation with pytorch☆18Dec 31, 2020Updated 5 years ago
- Difference-in-Differences☆42May 18, 2022Updated 3 years ago
- econometrics in pytorch☆28Feb 18, 2026Updated last month
- Partition selection, point estimation, pointwise and uniform inference, and graphical procedures using binscatter methods.☆51Aug 22, 2025Updated 7 months ago
- Unstructured Code with interesting analysis☆36Oct 17, 2024Updated last year
- Python package for Bayesian & Frequentist A/B Testing☆12Jul 6, 2023Updated 2 years ago
- Additional linear models including instrumental variable and panel data models that are missing from statsmodels.☆1,035Mar 9, 2026Updated last week
- A curated list of causal inference libraries, resources, and applications.☆1,112Dec 29, 2025Updated 2 months ago
- Estimation in Difference-in-Difference (DID) designs with multiple groups and periods.☆13Oct 28, 2024Updated last year
- Machine Learning for Econometrics -- ENSAE Paris☆26Mar 12, 2020Updated 6 years ago
- Synthetic Difference in Differences for Stata☆94Aug 29, 2025Updated 6 months ago
- Uplift modeling and causal inference with machine learning algorithms☆5,765Mar 13, 2026Updated last week
- A Python package for causal inference in quasi-experimental settings☆1,126Updated this week
- generic tools for causal inference with panel data☆12Oct 15, 2025Updated 5 months ago
- Fast sparse regressions with advanced formula syntax. OLS, GLM, Poisson, Maxlike, and more. High-dimensional fixed effects.☆67Jun 27, 2023Updated 2 years ago
- Lecture notes for the Causality in Machine Learning course☆15May 29, 2019Updated 6 years ago