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:
Kit di strumenti di analisi statistica. Test di ipotesi (t-test, ANOVA, chi-quadrato), regressione, correlazione, statistiche bayesiane, analisi di potenza, controlli delle ipotesi, reporting APA, per la ricerca accademica. Fonte: jackspace/claudeskillz.