Statistical Learning from a Regression Perspective by Richard A. Berk
English | PDF(True) | 2016 | 364 Pages | ISBN : 3319829696 | 7.9 MB
This textbook considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to characterize how the predictors are related to the response. As a first approximation, this can be seen as an extension of nonparametric regression.