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    Access the help you need to use our software from representatives who are knwoledgeable in data mining and predictive analytics

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How does MARS help analysts with regression modeling

The major advantage of MARS is that it automates aspects of regression modeling that are difficult and time-consuming. These include:
  • selecting which predictor variables to use
  • handling missing values
  • transforming variables, accounting for non-linear relationships
  • detecting interactions
  • self-testing, ensuring that the model will perform well on future data
The results are more accurate and complete than handcrafted models.

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Tags: Frequently Asked Questions, FAQs, Regression, MARS, SPM

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