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This title in other editions

Advanced Linear Modeling (Springer Texts in Statistics)

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Advanced Linear Modeling (Springer Texts in Statistics) Cover

 

Synopses & Reviews

Publisher Comments:

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. Also Available: Christensen, Ronald. Plane Answers to Complex Questions: The Theory of Linear Models, Second Edition (1996). New York: Springer-Verlag New York, Inc. Christensen, Ronald. Log-Linear Models and Logistic Regression, Second Edition (1997). New York: Springer-Verlag New York, Inc.

Table of Contents

Multivariate Linear Models * Discrimination and Allocation * Principal Components and Factor Analysis * Frequency Analysis of Time Series * Time Domain Analysis * Linear Models for Spatial Data: Kriging * Nonparametric Regression * Response Surface Maximization

Product Details

ISBN:
9781441929402
Author:
Christensen, Ronald
Publisher:
Springer
Location:
New York, NY
Subject:
Statistics
Subject:
Statistical Theory and Methods This book will serve as a reference book for graduate students and researchers in statistics. Written by a leading researcher in the field, it discusses advanced topics in the area of linear models.
Subject:
Mathematics | Probability and Statistics
Subject:
Statistical Theory and Methods
Subject:
Language, literature and biography
Subject:
mathematics and statistics
Subject:
Mathematical statistics
Copyright:
Edition Description:
Softcover reprint of hardcover 2nd ed. 2001
Series:
Springer Texts in Statistics
Publication Date:
20101203
Binding:
TRADE PAPER
Language:
English
Pages:
412
Dimensions:
235 x 155 mm 626 gr

Related Subjects

Science and Mathematics » Mathematics » Basics
Science and Mathematics » Mathematics » Computer
Science and Mathematics » Mathematics » Probability and Statistics » General
Science and Mathematics » Mathematics » Probability and Statistics » Statistics

Advanced Linear Modeling (Springer Texts in Statistics) New Trade Paper
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