Component selection and smoothing in multivariate nonparametric regression

Yi Lin, Hao Helen Zhang

We propose a new method for model selection and model fitting in multivariate nonparametric regression models, in the framework of smoothing spline ANOVA. The ``COSSO'' is a method…