When the effect that a factor has on a response depends on the value of a different factor, the two factors have an interaction. Interaction effects are captured through special terms in the model that consist of products of factors. Interaction effects are important because in the presence of strong interaction, the main effects of the factors may be misleading. Learn more about
Main Effects.