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:
Инструментарий статистического анализа. Проверка гипотез (t-критерий, ANOVA, хи-квадрат), регрессия, корреляция, байесовская статистика, анализ мощности, проверка предположений, отчетность APA для академических исследований. Источник: ovachiever/droid-tings.