Consistent Variable Selection for a Nonparametric Nonlinear System by Inverse and Contour Regressions

摘要

A parsimonious model is always preferred in engineering applications not only because it has a better prediction ability but also because it suffers less from the curse of dimensionality in data-based modeling. One way to achieve a parsimonious model is t