Advanced Linear Modeling

Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization

By:

Ronald Christensen

Format:

Hardback

Series:

Springer Texts in Statistics

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Description

This is the second edition of Linear Models for Multivariate, Time Series and Spatial Data. It has a new title to indicate that it contains much new material. The primary changes are the addition of two new chapters: one on nonparametric regression and one on response surface maximization. As before, the presentations focus on the linear model aspects of the subject. For example, in the nonparametric regression chapter there is very little about kernal regression estimation but quite a bit about series approxi mations, splines, and regression trees, all of which can be viewed as linear modeling. The new edition also includes various smaller changes. Of particular note are a subsection in Chapter 1 on modeling longitudinal (repeated measures) data and a section in Chapter 6 on covariance structures for spatial lattice data. I would like to thank Dale Zimmerman for the suggestion of incor porating material on spatial lattices. Another change is that the subject index is now entirely alphabetical.

Release date Australia

June 26th, 2001

Author

Ronald Christensen

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational

Edition

2nd ed. 2001

Illustrations

XIV, 398 p.

Pages

398

Series

Springer Texts in Statistics

Dimensions

156x234x23

ISBN-13

9780387952963

Product ID

2504962

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