Ronald Christensen
Advanced Linear Modeling
Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization
Gebonden Engels 2001 2e druk 9780387952963
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9780387952963
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:398
Uitgever:Springer New York
Druk:2
Lezersrecensies
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Inhoudsopgave
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
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