An edition of Advanced Linear Modeling (2001)

Advanced Linear Modeling

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Last edited by MARC Bot
September 28, 2024 | History
An edition of Advanced Linear Modeling (2001)

Advanced Linear Modeling

This book introduces several topics related to linear model theory: multivariate linear models, discriminant analysis, principal components, factor analysis, time series in both the frequency and time domains, and spatial data analysis. The second edition adds new material on nonparametric regression, response surface maximization, and longitudinal models. The book provides a unified approach to these disparate subject and serves as a self-contained companion volume to the author's Plane Answers to Complex Questions: The Theory of Linear Models. Ronald Christensen is Professor of Statistics at the University of New Mexico. He is well known for his work on the theory and application of linear models having linear structure. He is the author of numerous technical articles and several books and he is a Fellow of the American Statistical Association and the Institute of Mathematical Statistics. "Advanced Linear Modeling is unique in that a diverse collection of methodologies are all formulated and developed in the framework of linear models. Many topics that often seem obscure or esoteric to graduate students seem much more tangible when cast in the setting of linear models, e.g., Fourier transformations, Kalman filtering, and kriging. Professor Christensen's text effectively shows how a myriad of methodologies can be viewed and developed utilizing the same results that are used to create the foundations for regression and ANOVA modeling. The sections and chapters that have been added to Advanced Linear Modeling are all strong and will serve to enhance what is already an excellent text." (Joseph Cavanaugh, University of Missouri-Columbia) Also Available: Christensen, Ronald. Plane Answers to Complex Questions: The Theory of

Publish Date
Publisher
Springer
Language
English
Pages
420

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Edition Availability
Cover of: Advanced Linear Modeling
Advanced Linear Modeling: Statistical Learning and Dependent Data
2021, Springer International Publishing AG
in English
Cover of: Advanced Linear Modeling
Advanced Linear Modeling: Statistical Learning and Dependent Data
Dec 21, 2019, Springer
hardcover
Cover of: Advanced Linear Modeling
Cover of: Advanced Linear Modeling
Cover of: Advanced Linear Modeling
Advanced Linear Modeling
June 26, 2001, Springer
in English

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Book Details


First Sentence

"Chapters 1, 2, and 3 examine topics in multivariate analysis."

Edition Identifiers

Open Library
OL7448843M
ISBN 10
0387952969
ISBN 13
9780387952963
LibraryThing
5164856
Goodreads
3544791

Work Identifiers

Work ID
OL8058942W

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September 28, 2024 Edited by MARC Bot import existing book
April 22, 2020 Edited by ImportBot import new book
April 28, 2010 Edited by Open Library Bot Linked existing covers to the work.
December 10, 2009 Created by WorkBot add works page