How does it handle data privacy?

The skill operates on your local files via Claude Code; it analyzes data structure and produces code locally, ensuring your raw datasets remain under your control.

What statistical methods does this skill support?

It is designed for standard social science methods including OLS, Logit, Difference-in-Differences (DiD), Instrumental Variables (IV), matching, and panel data methods.

Does this skill require a Stata license?

Yes, while the skill helps generate and manage code, you must have Stata (MP, SE, or IC) installed on your machine to execute the resulting .do files.

Is this skill only for sociologists?

While tailored for sociology research patterns, its rigorous phased workflow is ideal for any social science discipline, including political science, economics, and public policy.

Can it produce journal-ready tables?

Yes, it specifically uses Stata packages like 'estout/esttab' and 'coefplot' to generate professional tables and figures suitable for academic publication.

Stata Statistical Analyst

Name: Stata Statistical Analyst
Author: nealcaren

bynealcaren

•

数据科学与机器学习

Conducts rigorous, publication-ready statistical analysis in Stata for sociology and social science research.

The Stata Statistical Analyst skill transforms Claude into an expert quantitative research assistant capable of executing complex academic workflows. It guides researchers through a systematic six-phase process—from research design and data familiarization to model specification, estimation, and robustness testing. By prioritizing causal identification and reproducibility, the skill ensures that all Stata scripts, tables, and visualizations meet the high standards required for top-tier peer-reviewed journals. It integrates seamlessly with project management files and provides domain-specific expertise in methods like DiD, IV, and panel data analysis.

主要功能

01Automated creation of publication-quality tables and figures using esttab and coefplot

02Support for advanced causal inference methods including DiD, IV, matching, and fixed effects

03Reproducibility management via structured master do-files and git integration

04Automatic generation of detailed research memos and interpretation guides

05Phased research workflow covering identification, estimation, and robustness testing

063 GitHub stars

使用场景

01Preparing quantitative results and documentation for peer-reviewed journal submissions

02Building reproducible analysis pipelines for large-scale longitudinal or survey datasets

03Implementing and documenting complex causal identification strategies in Stata

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nealcaren/sociology-skillset stata-analyst

For use in Claude.ai and ChatGPT

Download Skill