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This skill empowers Claude to act as a specialized statistical consultant, guiding users through the end-to-step process of data analysis. It provides rigorous support for selecting the right tests, verifying statistical assumptions with diagnostic visualizations, and executing complex analyses ranging from standard t-tests and ANOVA to advanced Bayesian modeling and regression. Designed for academic research, it ensures results are interpreted correctly and reported according to professional APA standards, making it an essential tool for scientists, researchers, and data analysts who treat knowledge as code.