Modern Regression Methods

摘要

This book on modern regression methods not only covers traditional linear regression, but also pays ample attention to logistic regression, nonparametric regression, robust regression, ridge regression, nonlinear regression, and experimental design. In addition, it briefly introduces a number of advanced topics, such as quantile and semiparametric regression, as well as providing examples of dealing with actual data sets.