Machine Learning, Data Science.
Shpiro-Wilk or Kolmogorov-Smirnov. The assumption of independence can be determined from the design of the study. Effect Size It is important to note that ANOVA is not robust to violations to the assumption of independence. This is to say, that even if you violate the assumptions of homogeneity or