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Advanced Linear Modeling by Ronald Christensen

Advanced Linear Modeling: Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization (Springer Texts in Statistics) by Ronald Christensen
English | 2001 | ISBN: 1441929401, 0387952969 | 411 Pages | PDF | 8 MB

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.
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Tags: Advanced, Linear, Modeling, Ronald, Christensen

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