QuantLet / Meta_learner-for-Causal-ML
This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods.
☆33Updated 2 months ago
Alternatives and similar repositories for Meta_learner-for-Causal-ML:
Users that are interested in Meta_learner-for-Causal-ML are comparing it to the libraries listed below
- Difference-in-Differences☆41Updated 2 years ago
- NO LONGER MAINTAINED. Links to alternative packages are in the readme. Code to incorporate staggered treatment adoption (based on appendi…☆21Updated last year
- Synthetic-Control-and-Clustering taught by Alberto Abadie☆49Updated 3 months ago
- Code for DID chapter☆11Updated last year
- Regression Discontinuity Mixtape Track taught by Rocio Titiunik☆50Updated 3 months ago
- This repo contains the codes for Baker, Larcker, Wang - "How Much Should We Trust Staggered Difference-in-Differences Estimates?"☆49Updated 4 years ago
- Machine Learning Estimation of Heterogeneous Causal Effects☆24Updated 3 years ago
- Difference-in-differences Imputation-based Estimator proposed by Borusyak, Jaravel, and Spiess (2021)☆47Updated 8 months ago
- Implementation of Double Machine Learning☆35Updated this week
- Slide host for the advanced econometrics course for undergraduates☆40Updated 11 months ago
- R package for power calculations and visualization for pre-trends tests☆61Updated last year
- A Penalized Synthetic Control Estimator for Disaggregated Data (JASA, 2021)☆35Updated last month
- Course Materials for AEA Short Course on Modern Sampling Methods☆29Updated 3 years ago
- Machine Learning and Heterogeneous Effects taught by Brigham Frandsen☆57Updated last month
- ☆28Updated last year
- ☆24Updated last month
- Masters-level applied econometrics course—focusing on prediction—at the University of Oregon (EC424/524 during Winter quarter, 2021 Taugh…☆18Updated 4 years ago
- Inference for synthetic controls☆39Updated 3 years ago
- Causal-inference oriented doctoral econometrics course at UO☆82Updated 3 years ago
- Honest inference in regression discontinuity designs☆61Updated 3 months ago
- ☆29Updated last year
- Causal Inference 3 Mixtape Session taught by Scott Cunningham☆42Updated 2 months ago
- Design-Based Inference Mixtape Session taught by Peter Hull☆43Updated 3 months ago
- Treatment Effects in Interactive Fixed Effects Model☆17Updated last month
- ☆26Updated last year
- Masters-level applied econometrics course—focusing on prediction—at the University of Oregon (EC424/524 during Winter quarter, 2020 Taugh…☆81Updated 4 years ago
- Stata module that calculates the weights underlying two-way fixed effect event studies☆19Updated 3 years ago
- Estimates the weights and the measure of robustness to treatment effect heterogeneity attached to the two-way fixed effects regressions s…☆23Updated 3 years ago
- Multiple Treatment Effects☆23Updated 9 months ago
- Empirical Bayes Mixtape Session taught by Christopher Walters☆14Updated 3 months ago