Parametric Statistics

A wide array of statistical tests, particularly those classified as parametric, fundamentally rely on the assumption that the variables being analyzed are distributed according to the normal distribution. When this critical assumption is violated, the integrity and reliability of the resulting statistics—including effect sizes, p-values, and confidence intervals—can be severely compromised, leading researchers toward potentially […]