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The Stata Statistical Analyst skill transforms Claude into a specialized research assistant for sociology and the social sciences. It guides researchers through a rigorous six-phase workflow—from defining an identification strategy and cleaning data to complex modeling (DiD, IV, Panel FE) and generating publication-ready outputs. By enforcing core principles of reproducibility, robustness testing, and identification-first design, it ensures that quantitative analyses meet the high standards of top-tier academic journals while automating the repetitive aspects of Stata coding, logging, and table formatting.