histogram SPSS

Understanding the underlying distribution of data is a fundamental prerequisite for many advanced statistical tests. Specifically, numerous parametric procedures, such as the independent samples t-test or ANOVA, rely heavily on the assumption that the variables are normally distributed within the population. Failure to confirm this assumption can lead to unreliable results, inaccurate standard errors, and […]