Question

Is there random fluctuation of control factors because of interaction effects?

Answer 1

As stated in Carraway, main effects are most likely to have an effect on the response, then two-factor interactions, then three-factor interactions, and so on. The concept of effect sparsity is that not all factors will have an effect on the response.