A Course in Regression and Smoothing Methods

By Zhiqiang Tan

This book provides a concise account of four components of regression and smoothing methods: linear regression, generalized linear models, spline and kernel methods, and generalized linear mixed models. By bringing together parametric regression and nonparametric smoothing methods, the book emphasizes connections across methods.

• Format: Hardcover
• Language: English
• ISBN: 1041152779
• ISBN13: 9781041152774
• Release Date: July 2026
• Publisher: CRC Press
• Length: 282 Pages