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Advanced Linear Modeling: Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization (Springer Texts in Statistics)

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Product Description

This book introduces several topics related to linear model theory, including: multivariate linear models, discriminant analysis, principal components, factor analysis, time series in both the frequency and time domains, and spatial data analysis. This second edition adds new material on nonparametric regression, response surface maximization, and longitudinal models. The book provides a unified approach to these disparate subjects 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.

Product Specifications

Author
Ronald Christensen
Binding
Kindle Edition
Edition
2nd
EISBN
9781475738476
Format
Kindle eBook
Label
Springer
Languages
  • English Published
Manufacturer
Springer
NumberOfItems
1
NumberOfPages
398
ProductGroup
eBooks
ProductTypeName
ABIS_EBOOKS
PublicationDate
2010-12-03
Publisher
Springer
ReleaseDate
2001-06-26
Studio
Springer
Title
Advanced Linear Modeling: Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization (Springer Texts in Statistics)
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