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Advanced Linear Modeling
Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization
Sofort lieferbar | Lieferzeit: Sofort lieferbar I
ISBN-13:
9781475738476
Veröffentl:
2013
Seiten:
398
Autor:
Ronald Christensen
Serie:
Springer Texts in Statistics
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
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.
1 Multivariate Linear Models.- 2 Discrimination and Allocation.- 3 Principal Components and Factor Analysis.- 4 Frequency Analysis of Time Series.- 5 Time Domain Analysis.- 6 Linear Models for Spatial Data: Kriging.- 7 Nonparametric Regression.- 8 Response Surface Maximization.- References.- Author Index.
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