Explain

(a) the difference between categorical and non-categorical factors;

(b) the reason why, when the number of levels of a categorical factor becomes large, using GLM may become difficult; and

(c) describe possible ways to address this problem.

(Note: The answer to part

(c) of the question is the subject of the next chapter).