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Kinky Business: Nonlinear Relationships in Linear Models

Kinky Business: Nonlinear Relationships in Linear Models This article explores the use of Generalized Additive Models and Multivariate Adaptive Regression Splines to model nonlinear relationships ...
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Description: This article explores the use of Generalized Additive Models and Multivariate Adaptive Regression Splines to model nonlinear relationships in a linear response model. These models use supervised methods to determine the optimal shape of the predictors in the model. Users are provided an example use case so that they may get started right away building models to explore complex relationships in new ways.
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- Authors: Nicholas Hanewinckel
- Date: Jun 2020
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter

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Kinky Business: Nonlinear Relationships in Linear Models