shoepaladin / causalinference_crashcourseView external linksLinks
Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks
☆115Jan 3, 2026Updated last month
Alternatives and similar repositories for causalinference_crashcourse
Users that are interested in causalinference_crashcourse are comparing it to the libraries listed below
Sorting:
- A curated list of causal inference libraries, resources, and applications.☆1,094Dec 29, 2025Updated last month
- ☆91Dec 1, 2025Updated 2 months ago
- rddapp: Regression Discontinuity Design Application☆11Sep 2, 2025Updated 5 months ago
- This repository consolidates my teaching material for "Causal Machine Learning".☆261Oct 24, 2025Updated 3 months ago
- generic tools for causal inference with panel data☆11Oct 15, 2025Updated 4 months ago
- Notebooks for Applied Causal Inference Powered by ML and AI☆144Mar 18, 2025Updated 10 months ago
- CSDID☆44Jan 13, 2026Updated last month
- Inference in instrumental variables models robust to many instruments☆13Jun 17, 2025Updated 7 months ago
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆162Dec 22, 2025Updated last month
- This repository contains code examples for several methods in a Causal Inference in RCTs short course.☆27Aug 1, 2025Updated 6 months ago
- An implementation of R's `binsreg` in Python☆12Jan 13, 2020Updated 6 years ago
- difference-in-differences in Python☆107Jan 17, 2024Updated 2 years ago
- Code and notebooks for my Medium blog posts☆131Mar 17, 2024Updated last year
- An R package for implementing the method in Mogstad, Santos, and Torgovitsky (2018, Econometrica).☆19Aug 27, 2024Updated last year
- ☆13Mar 10, 2022Updated 3 years ago
- ☆17Aug 19, 2024Updated last year
- Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner☆17May 20, 2025Updated 8 months ago
- JupyterNotebook for the MIT course☆16Apr 29, 2025Updated 9 months ago
- Machine Learning and Causal Inference taught by Brigham Frandsen☆222Oct 13, 2025Updated 4 months ago
- Honest inference in regression discontinuity designs☆62Dec 18, 2024Updated last year
- A machine learning toolkit for economists☆18Dec 4, 2015Updated 10 years ago
- Applied Econometrics 2021☆31Jul 15, 2021Updated 4 years ago
- An introductory course on causal inference. Designed for undergraduate students with only a working knowledge of R and multiple regressio…☆21Apr 14, 2020Updated 5 years ago
- Embed Stata operations on Julia DataFrames☆19Aug 23, 2021Updated 4 years ago
- Convolution-type Smoothed Quantile Regression☆23Mar 6, 2023Updated 2 years ago
- 'Caramba y zamba la cosa, que vivan los experimentos!' -from 'Me Gustan Los Estudiantes' by Violeta Parra☆10Aug 22, 2024Updated last year
- Code for blog posts.☆20Oct 23, 2023Updated 2 years ago
- Two-stage Difference-in-Differences package following Gardner (2021)☆110Dec 11, 2025Updated 2 months ago
- Slides for the Seattle University Causal Inference Class☆147Mar 4, 2021Updated 4 years ago
- fast synthetic control estimators for panel data problems☆24Sep 1, 2025Updated 5 months ago
- Notes and simulations on graduate level causal inference in statistics with applications to social sciences.☆23Jul 27, 2019Updated 6 years ago
- Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax☆292Updated this week
- A resource list for causality in statistics, data science and physics☆267Jan 28, 2026Updated 2 weeks ago
- Causal inference for qualitative outcomes☆12Apr 2, 2025Updated 10 months ago
- lmw: Linear Model Weights☆11Feb 8, 2024Updated 2 years ago
- Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…☆11Mar 30, 2022Updated 3 years ago
- The "Hidden Curriculum" assignment from UT Austin's Masters Causal Inference course, Spring 2022.☆11May 14, 2022Updated 3 years ago
- Robust inference in difference-in-differences and event study designs☆221Feb 27, 2025Updated 11 months ago
- Advanced Differnce-in-Differences Mixtape Track taught by Jonathan Roth☆183Aug 25, 2025Updated 5 months ago