MARS offers the user extensive control over the model development process. A number of user-defined parameters are available, including:

• selecting variables to have straight line effects – no knots
• specifying a minimum distance between knots
• permitting interactions between select variables only
• permitting interactions only to a specified degree of complexity
• controlling model complexity

Both novice and expert modelers can successfully run MARS by using the default parameters.