---
name: econometrics-skills
description: "12 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests."
---

# Econometrics — 12 Skills

Select the skill matching the user's need, then `read` its SKILL.md.

| Skill | Description |
|-------|-------------|
| [causal-inference-guide](./causal-inference-guide/SKILL.md) | Causal inference methods including DiD, IV, RDD, and synthetic control |
| [econml-causal-guide](./econml-causal-guide/SKILL.md) | Apply EconML for causal inference combining machine learning and econometrics |
| [iv-regression-guide](./iv-regression-guide/SKILL.md) | Apply instrumental variables, 2SLS, and address endogeneity issues |
| [mostly-harmless-guide](./mostly-harmless-guide/SKILL.md) | Replication code and guide for Mostly Harmless Econometrics methods |
| [panel-data-analyst](./panel-data-analyst/SKILL.md) | Expert panel data regression analysis with fixed effects and GMM |
| [panel-data-guide](./panel-data-guide/SKILL.md) | Panel data analysis with fixed and random effects models |
| [python-causality-guide](./python-causality-guide/SKILL.md) | Learn causal inference with Python using the Brave and True handbook |
| [robustness-checks](./robustness-checks/SKILL.md) | Sequential robustness checks in Stata with confounder blocks |
| [stata-accounting-guide](./stata-accounting-guide/SKILL.md) | STATA code for empirical accounting and financial economics research |
| [stata-analyst-guide](./stata-analyst-guide/SKILL.md) | Stata workflows for publication-ready sociology and social science research |
| [stata-reference-guide](./stata-reference-guide/SKILL.md) | Comprehensive Stata reference covering syntax, econometrics, and 20+ packages |
| [time-series-guide](./time-series-guide/SKILL.md) | Apply ARIMA, VAR, cointegration, and time series econometric methods |