Nonlinear generalization of the monotone single index model

Zeljko Kereta, Timo Klock, Valeriya Naumova

Single index model is a powerful yet simple model, widely used in statistics, machine learning, and other scientific fields. It models the regression function as $g(<a,x>)$, where…