statease: Simplified Statistical Analysis with Plain-English
Interpretation
A toolkit for common statistical analyses including descriptive statistics, Student's t-test (one-sample, independent, and paired), and one-way Analysis of Variance (ANOVA). Each function automatically interprets results in plain English, reporting effect sizes (Cohen's d, eta-squared), confidence intervals, and p-value interpretations. Post-hoc Tukey Honestly Significant Difference (HSD) tests are automatically applied following significant ANOVA results. A master function automatically detects the appropriate test based on the structure of the input data. Methods are based on Cohen, J. (1988) <doi:10.4324/9780203771587>, Tukey, J. W. (1949) <doi:10.2307/3001913>, and Shapiro and Wilk (1965) <doi:10.2307/2333709>.
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