A Python package for causal inference using Synthetic Controls
☆193Jan 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☆90Mar 26, 2024Updated 2 years ago
- A python module for the synthetic control method☆82Jan 4, 2026Updated 4 months ago
- Synthetic difference in differences for Python☆88Apr 4, 2024Updated 2 years ago
- ☆20Mar 25, 2026Updated 2 months ago
- OLS Weights on Heterogeneous Treatment Effects☆10Jun 15, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Augmented Synthetic Control Method☆170Updated this week
- fast synthetic control estimators for panel data problems☆23Mar 22, 2026Updated 2 months ago
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,354Apr 8, 2026Updated last month
- difference-in-differences in Python☆110Apr 12, 2026Updated last month
- A Penalized Synthetic Control Estimator for Disaggregated Data (JASA, 2021)☆36Mar 1, 2025Updated last year
- Inference for synthetic controls☆42Feb 11, 2026Updated 3 months ago
- Applied Econometrics 2021☆33Jul 15, 2021Updated 4 years ago
- DoubleML - Double Machine Learning in Python☆738May 13, 2026Updated 2 weeks ago
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,641Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆17May 29, 2017Updated 8 years ago
- Generalized Synthetic Control Method☆153May 5, 2026Updated 3 weeks ago
- Synthetic Control Methods☆41Updated this week
- Simple function to adjust for covariates in synthdid☆21May 23, 2022Updated 4 years ago
- Synthetic difference in differences☆308Jan 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…☆17May 6, 2019Updated 7 years ago
- CSDID☆53Updated this week
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆59May 17, 2025Updated last year
- Two way models in python☆40Feb 6, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- High-dimensional fixed effect estimation with pytorch☆18Dec 31, 2020Updated 5 years ago
- Difference-in-Differences☆42May 18, 2022Updated 4 years ago
- econometrics in pytorch☆28May 3, 2026Updated 3 weeks ago
- Binscatter Methods☆51May 15, 2026Updated last week
- 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.☆1,043Apr 6, 2026Updated last month
- A curated list of causal inference libraries, resources, and applications.☆1,150Apr 21, 2026Updated last month
- Estimation in Difference-in-Difference (DID) designs with multiple groups and periods.☆16Oct 28, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Machine Learning for Econometrics -- ENSAE Paris☆27Mar 12, 2020Updated 6 years ago
- Synthetic Difference in Differences for Stata☆95Aug 29, 2025Updated 8 months ago
- Uplift modeling and causal inference with machine learning algorithms☆5,841May 16, 2026Updated last week
- A Python package for causal inference in quasi-experimental settings☆1,143May 18, 2026Updated last week
- generic tools for causal inference with panel data☆12May 18, 2026Updated last week
- 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