Advanced Linear Modeling

Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization

Ronald Christensen (Autor)

Buch | Softcover

398 Seiten

2010 | Softcover reprint of hardcover 2nd ed. 2001
Springer-Verlag New York Inc.
978-1-4419-2940-2 (ISBN)

Infos

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.

Inhalt

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

Produkt-Details

• Erscheint lt. Verlag: 3.12.2010
• Reihe/Serie: Springer Texts in Statistics
• Zusatzinfo: XIV, 398 p.
• Verlagsort: New York, NY
• Sprache: englisch
• Maße: 155 x 235 mm
• Gewicht: 635 g
• Themenwelt: Mathematik / Informatik ► Mathematik ► Analysis
• Themenwelt: Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• ISBN-10: 1-4419-2940-1 / 1441929401
• ISBN-13: 978-1-4419-2940-2 / 9781441929402
• Zustand: Neuware