 Like other decision trees, CHAID's advantages are that its output is highly visual and easy to interpret.Because it uses multiway splits by default, it needs rather large sample sizes to work effectively, since with small sample sizes the respondent groups can quickly become too small for reliable analysis.One important advantage of CHAID over alternatives such as multiple regression is that it is non-parametric.