Machine Learning, Data Science.
design (Type 2 analysis), the Hierarchical Approach (Type 1 analysis), and the Full regression approach (Type 3 analysis). Which approach to use depends on whether the unbalanced data occurred on purpose. -If the data is unbalanced because this is a reflection of the population and it was intended,