{"slug":"brycewang-stanford-pyfixest","source_name":"brycewang-stanford/pyfixest","name":"Brycewang Stanford/Pyfixest","description":"Fast high-dimensional fixed effects: OLS, Poisson, IV with multi-way FE; DiD (TWFE, did2s, Sun-Abraham); clustered SEs; etable/coefplot/iplot. Use for FE regressions or DiD. For panel RE/between use linearmodels; for GLM without FE use statsmodels.","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":123.6,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T22:31:13.922975+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":100,"without_pass_pct":59.1,"tokens_delta_pct":123.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-09T22:31:13.922975+00:00","run_id":"555094f5-6bb4-4810-9465-4b1c1f09db5e","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"NOASSERTION","install_count":0,"manifest_hash":"ba7404f1efd399160399b4862086528a1477aaa38682e4b95e076e117b79fd49","raw_url":"https://app.decimal.ai/s/brycewang-stanford-pyfixest/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-pyfixest"}