Nonparametric Regression and Classification Part I—Nonparametric Regression

In classical statistics, regression means linear regression. Recently, more flexible regression tools have been developed, that exploit the dramatic increase in computing power and speed. In this paper we describe some of these developments. The main background reference is Hastie and Tibshirani (1990).