One of the key features in regression models consists selecting appropriate characteristics that explain behavior response variable, which stepwise-based procedures occupy a prominent position. In this paper we performed several simulation studies to investigate whether specific approach, namely Strategy A, properly selects authentic variables into generalized additive for location, scale and s...