two-way-fixed-effects

Here are 4 public repositories matching this topic...

RobsonTigre / everyday-causal-skills

Step-by-step causal inference — method selection, assumptions, and robustness checks

data-science time-series business-intelligence ab-testing dag causality-analysis causal-inference instrumental-variables difference-in-differences regression-discontinuity-designs impact-evaluation causal-reasoning randomized-experiments two-way-fixed-effects

Updated Sep 23, 2026
Python

stephentino / estimate_akm

Star

Estimate an AKM-style two-way fixed effects model using Canadian matched employer-employee data.

r fixed-effects labor-economics fixed-effects-model akm two-way-fixed-effects matched-employer-employee-data

Updated Oct 12, 2023
R

thegland / wooldid

Star

Estimation of Difference-in-Differences Treatment Effects with Staggered Treatment Onset Using Heterogeneity-Robust Two-Way Fixed Effects Regressions

econometrics causal-inference event-study diff-in-diff difference-in-differences two-way-fixed-effects continuous-treatment staggered-onset extended-two-way-fixed-effects staggered-treatment continuous-treatment-diff-in-diff

Updated Sep 26, 2026
Stata

firefly1248 / twfe_dml_demo_with_tuning

Star

TWFE plus Double Machine Learning on a synthetic 240k-row panel, with Optuna nuisance tuning under R-loss and DR-loss. Shows why the nonlinear basis must be built before entity demeaning.

python scikit-learn jupyter-notebook tabular-data econometrics hyperparameter-optimization statsmodels causal-inference panel-data fixed-effects synthetic-data optuna double-machine-learning treatment-effect two-way-fixed-effects

Updated Jul 22, 2026
Jupyter Notebook

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