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A Course in Regression and Smoothing Methods

A Course in Regression and Smoothing Methods

Hardcover

Series: Chapman & Hall/CRC Texts in Statistical Science

Probability & Statistics

ISBN10: 1041152779
ISBN13: 9781041152774
Publisher: CRC Press
Published: Jul 10 2026
Pages: 278
Weight: 1.28
Height: 0.69 Width: 6.14 Depth: 9.21
Language: English

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.

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Tan, Zhiqiang

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Probability & Statistics