shoepaladin / causalinference_crashcourseLinks
Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks
☆95Updated 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:
- difference-in-differences in Python☆100Updated last year
- CSDID☆30Updated last week
- A python module for the synthetic control method☆68Updated last month
- Synthetic difference in differences for Python☆81Updated last year
- JupyterNotebook for the MIT course☆16Updated last month
- Machine Learning and Causal Inference taught by Brigham Frandsen☆207Updated 5 months ago
- This repository consolidates my teaching material for "Causal Machine Learning".☆252Updated 7 months ago
- Synthetic-Control-and-Clustering taught by Alberto Abadie☆51Updated 5 months ago
- This material has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and AI …☆16Updated 2 years ago
- Material for the exercise sessions of master course Machine Learning for Economic Analysis @UZH☆84Updated 3 years ago
- Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax☆228Updated this week
- Slides for the Seattle University Causal Inference Class☆135Updated 4 years ago
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆35Updated 4 months ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆52Updated 2 weeks ago
- ☆80Updated 4 years ago
- Documentation and User Guide for DoubleML - Double Machine Learning in Python & R☆21Updated this week
- Packages of Example Data for The Effect☆139Updated 6 months ago
- ☆86Updated last year
- This is a coding course in Python to accompany the Data Analysis material☆109Updated 2 years ago
- Regression Discontinuity Mixtape Track taught by Rocio Titiunik☆50Updated 5 months ago
- Augmented Synthetic Control Method☆153Updated 4 months ago
- Unstructured Code with interesting analysis☆37Updated 7 months ago
- This tutorial will introduce key concepts in machine learning-based causal inference. This tutorial is used by professor Susan Athey in t…☆12Updated last year
- Notebooks for Applied Causal Inference Powered by ML and AI☆118Updated 2 months ago
- Lectures and Tutorials for the Causal AI course☆40Updated 5 months ago
- Course Materials for AEA Short Course on Modern Sampling Methods☆29Updated 3 years ago
- Causal Inference 1 Mixtape Session taught by Scott Cunningham☆283Updated last month
- Statistical inference and graphical procedures for RD designs using local polynomial and partitioning regression methods.☆80Updated 7 months ago
- ☆99Updated 4 years ago
- Instrumental Variables Mixtape Track taught by Peter Hull☆111Updated 3 months ago