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difference-in-differences

Here are 141 public repositories matching this topic...

diff-diff

igerber / diff-diff

Difference-in-Differences causal inference in Python. Callaway-Sant'Anna, Synthetic DiD, Honest DiD, event studies. sklearn-like API, validated against R.

data-science statistics analytics economics econometrics sensitivity-analysis causal-inference treatment-effects synthetic-control panel-data did event-study marketing-analytics survey-design difference-in-differences geo-experiments staggered-adoption parallel-trends

Updated Nov 2, 2026
Python

brycewang-stanford / StatsPAI

StatsPAI is the first Agent-native Python library for causal inference and applied econometrics — unified API, broad cross-method coverage, structured result objects, machine-readable schemas, Skills, an MCP server, and R/Stata parity validation.

Updated Nov 3, 2026
Python

ZhenHaoFu810 / StataFlow

Stata-aligned econometrics for Python, with field-level validation across the documented support surface.

python finance ai stata regression economics econometrics causal-inference panel-data fixed-effects social-science instrumental-variables difference-in-differences regression-discontinuity vibe-coding

Updated Oct 9, 2026
Python

bernardodionisi / differences

difference-in-differences in Python

econometrics causal-inference panel-data difference-in-differences

Updated Apr 12, 2026
Python

finai-research

csmar432 / finai-research

Evidence-first AI workflow for economic and financial research: literature → identification → data → econometrics → verifiable LaTeX. 43 data sources, 58 method modules, 18 AI skills, 30 journal templates.

python finance latex reproducible-research mcp open-science economics econometrics causal-inference panel-data ai-agents did empirical-research difference-in-differences empirical-finance academic-research llm research-automation research-workflow

Updated Nov 3, 2026
Python

everyday-causal-skills

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

brycewang-stanford / AER-Skills

Agent skills that help you publish in the AER faster — identification-first empirics, AEA-compliant replication, Keith-Head intros, R&R rebuttals for AER / AER:Insights / AEJ. | 助你更快发表 AER 论文的 agent skill 栈：识别优先实证、AEA 合规复现、Keith Head 式引言、R&R 审稿回复，覆盖选题到投稿全流程。

Updated Jul 15, 2026
Python

jordandeklerk / moderndid

Modern difference-in-differences in Python.

python statistics regression econometrics causal-inference nonparametric-statistics influence-functions propensity-score difference-in-differences doubly-robust-inference

Updated Nov 4, 2026
Python

Causalis

causalis-causalcraft / Causalis

Causalis - State-of-the-art robust causal inference for experiments and observational data in python

python data-science machine-learning statistics ai dml rct econometrics experimentation ab-testing gate causal-inference synthetic-control uplift-modeling causalml pydantic difference-in-differences cuped double-machine-learning

Updated Oct 18, 2026
Python

SepineTam / DeepEcon

DeepEcon: Your one-stop Python package for econometric algorithms.

python dml regression economics ols rdd did difference-in-differences econml

Updated Aug 23, 2025
Python

bydeng01 / ability-levels-audit

Code and frozen data for a pre-registered LLM-judge audit, with exploratory analysis of spurious DiD effects from bounded ratings. NeurIPS 2026 NewInML Workshop · arXiv:2608.27309

python nlp reproducible-research open-science causal-inference psychometrics intelligent-tutoring-system casual-inference difference-in-differences ai-in-education pre-registration evaluation-bias llm-evaluation llm-as-a-judge intelligent-tutoring-systems

Updated Nov 4, 2026
Python

WilliamWJHuang / ab-test-causal-inference-skills

Agent skills for experiment design, causal inference, and statistical review. One install, adapts to your level.

data-science statistics experimentation ab-testing causal-inference experiment-design ai-agents power-analysis difference-in-differences agent-skills

Updated Apr 18, 2026
Python

JackyCufe / econkit

📊 EconKit — 一站式计量经济学实证分析工具 | All-in-one Econometrics Toolkit for Chinese Economics Students. DID/PSM/RDD/IV/FE/GMM, parallel trends, placebo tests, PDF report. No code needed.

python thesis economics econometrics data-analysis ols-regression causal-inference panel-data fixed-effects did instrumental-variables difference-in-differences regression-discontinuity streamlit academic-research propensity-score-matching

Updated Mar 27, 2026
Python

chunyu0208 / lpd

Accelerate autoregressive image generation with Locality-aware Parallel Decoding (LPD). Explore our code and models on GitHub! 🚀🌟

library uitableview computer-vision uicollectionview deep-learning bitcoin mvvm point-cloud reactive-programming functional-reactive-programming econometrics lightning-network place-recognition did off-chain difference-in-differences lpdaac local-projections

Updated Oct 13, 2026
Python

maxime2476 / causal-impact-lab

Causal effect of contractionary US monetary policy shocks on US employment.

python portfolio reproducible-research econometrics bayesian-inference causal-inference panel-data monetary-policy difference-in-differences pre-registration streamlit double-machine-learning local-projections

Updated Sep 3, 2026
Python

vaguiarl / lean-did

A Codex research skill for human–agent DiD design, Lean-checked comparisons, and a verified staggered simulation.

causal-inference difference-in-differences lean4 research-tools codex-skill

Updated Oct 20, 2026
Python

m5-causal-lift

jwitcher3 / m5-causal-lift

End-to-end incrementality sandbox on M5-style retail data (DiD + Synthetic Control + placebo tests) with Streamlit dashboard.

python makefile experimentation causal-inference synthetic-control event-study marketing-analytics difference-in-differences streamlit incrementality polars

Updated Dec 29, 2025
Python

FIERsity / empirical-research-standards

python reproducible-research econometrics rstats causal-inference panel-data instrumental-variables empirical-research difference-in-differences

Updated Aug 3, 2026
Python

ljftwq-dev / EconWorkbench

From idea to referee-ready: literature L0 + spec funnel + crosscheck (R/Python/Stata) + design lint + tables + 11-step econ-pipeline with number/format audits. Two human gates, stop-on-failure, CI mode.

python r stata econometrics reproducibility causal-inference difference-in-differences research-tools research-workflow callaway-santanna

Updated Sep 12, 2026
Python

mhutchinson831 / MinWageEmployment-Project

Difference-in-differences analysis of minimum wage effect on leisure & hospitality employment (TWFE, Callaway-Sant'Anna)

data-science causal-inference difference-in-differences

Updated Jul 16, 2026
Python

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