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.
主な機能
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
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ユースケース
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
