cjerzak / causalimages-software
causalimages: An R package for performing causal inference with image and image sequence data
☆16Updated last week
Related projects: ⓘ
- Inference for synthetic controls☆38Updated 3 years ago
- fixed effect counterfactual estimators☆53Updated 2 weeks ago
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆13Updated 2 years ago
- This Jupyterbook has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and …☆11Updated last year
- R implementation of Generic Machine Learning Inference (Chernozhukov, Demirer, Duflo and Fernández-Val, 2020).☆60Updated 2 years ago
- Code to replicate the simulation study in the paper "Calibrating doubly-robust estimators with unbalanced treatment assignment"☆13Updated 4 months ago
- ☆17Updated 7 months ago
- ☆13Updated 9 months ago
- Packages of Example Data for The Effect☆124Updated 5 months ago
- Machine Learning and Heterogeneous Effects taught by Brigham Frandsen☆35Updated 4 months ago
- Tutorial_Computational_Causal_Inference_Estimators☆28Updated 2 years ago
- Implementation of Double Machine Learning☆35Updated last year
- Course Materials for AEA Short Course on Modern Sampling Methods☆27Updated 2 years ago
- Publicly available code from my publications☆10Updated 6 months ago
- ☆8Updated 7 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆58Updated 3 years ago
- ☆12Updated 7 months ago
- Suite of sensitivity analysis tools for OLS☆88Updated 2 weeks ago
- Policy learning via doubly robust empirical welfare maximization over trees☆74Updated 3 months ago
- Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression disconti…☆13Updated 6 months ago
- Teaching materials☆13Updated 2 months ago
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆29Updated 9 months ago
- ☆8Updated last year
- Sensitivity analysis tools for causal ML☆12Updated 3 months ago
- A package for Bayesian causal inference with time-series cross-sectional data☆25Updated 8 months ago
- CSDID☆14Updated 3 weeks ago
- Visualizing Panel Data☆47Updated 3 months ago
- Doubly Robust Difference-in-Differences Estimators☆86Updated last week
- Slides for the Seattle University Causal Inference Class☆125Updated 3 years ago
- ☆114Updated 2 months ago