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What control over modeling does MARS provide the user?

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.

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Tags: Frequently Asked Questions, FAQs, MARS, SPM

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