Before applying ANOVA, certain assumptions must be met:
Normality: The data should be approximately normally distributed. Homogeneity of variances: The variance among groups should be roughly equal. Independence: The observations should be independent of each other.
If these assumptions are violated, the results of ANOVA may not be reliable.
