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data-stats-analysis

authentic

Perform statistical tests, hypothesis testing, correlation analysis, and multiple testing corrections using scipy and statsmodels. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).

When to use

• Compare means between groups (t-tests, ANOVA)
• Test for correlations between variables
• Perform hypothesis testing with p-value calculation
• Apply multiple testing corrections (FDR, Bonferroni)
• Calculate statistical summaries and confidence intervals
• Test for normality and distribution fitting
• Perform non-parametric tests (Mann-Whitney, Kruskal-Wallis)

Skill page

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