statistical-analysis

SKILL.md

Statistical analysis is a systematic process for testing hypotheses and quantifying relationships. Conduct hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, and Bayesian analyses with assumption checks and APA reporting. Apply this skill for academic research.

Use references/testselectionguide.md for comprehensive guidance. Quick reference:

Use the provided scripts/assumptionchecks.py module for automated checking:

Boîte à outils d’analyse statistique. Tests d'hypothèses (test t, ANOVA, chi carré), régression, corrélation, statistiques bayésiennes, analyse de puissance, vérifications d'hypothèses, reporting APA, pour la recherche académique. Source : ovachiever/droid-tings.

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