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

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Advanced Linear Modeling: Multivariate, Time Series, and Spatial Data; Nonparametric Regression & Response Surface Maximization (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:
9780387952963
Author:
Christensen, Ronald
Publisher:
Springer
Author:
Christensen, R.
Location:
New York, NY
Subject:
Statistics
Subject:
Probability
Subject:
Statistics - Multivariate analysis
Subject:
Linear models (statistics)
Subject:
Linear models.
Subject:
Probability & Statistics - General
Subject:
Probability & Statistics - Multivariate Analysis
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 - General
Subject:
Statistical Theory and Methods
Subject:
Language, literature and biography
Subject:
mathematics and statistics
Subject:
Mathematical statistics
Copyright:
Edition Number:
2
Edition Description:
2nd ed. 2001
Series:
Springer Texts in Statistics
Series Volume:
2001
Publication Date:
20010631
Binding:
HARDCOVER
Language:
English
Illustrations:
Y
Pages:
412
Dimensions:
235 x 155 mm 1690 gr

Related Subjects

Health and Self-Help » Health and Medicine » Medical Specialties
Reference » Science Reference » General
Science and Mathematics » Mathematics » Computer
Science and Mathematics » Mathematics » General
Science and Mathematics » Mathematics » Probability and Statistics » General
Science and Mathematics » Mathematics » Probability and Statistics » Statistics
Science and Mathematics » Mathematics » Topology

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