Advanced Linear Modeling: Statistical Learning and Dependent Data by Christensen, Ronald

Advanced Linear Modeling: Statistical Learning and Dependent Data (Hardcover) (ISBN-13: 9783030291631)

Vendor: Ronald Christensen
Product type: Books
Format: Hardcover
$119.99
$119.99
$119.99
Subtotal: $119.99
Advanced Linear Modeling: Statistical Learning and Dependent Data by Christensen, Ronald

Advanced Linear Modeling: Statistical Learning and Dependent Data

$119.99
Advanced Linear Modeling: Statistical Learning and Dependent Data by Christensen, Ronald

Advanced Linear Modeling: Statistical Learning and Dependent Data

$119.99
Format: Hardcover
Description
Description
x
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.

Author: Ronald Christensen
ISBN-10: 3030291634
ISBN-13: 9783030291631
Publisher: Springer
Language: English
Published: 12/20/2019
Pages: 608
Format: Hardcover
Weight: 2.33lbs
Size: 9.21h x 6.14w x 1.38d
By Ronald Christensen
By Ronald Christensen
x
Ronald Christensen is a Professor of Statistics at the University of New Mexico, Fellow of the American Statistical Association (ASA) and the Institute of Mathematical Statistics, former Chair of the ASA Section on Bayesian Statistical Science and former Editor of The American Statistician. His book publications include Plane Answers to Complex Questions (Springer 2011), Log-Linear Models and Logistic Regression (Springer 1997), Analysis of Variance, Design, and Regression (1996, 2016), and Bayesian Ideas and Data Analysis (2010, with Johnson, Branscum and Hanson).

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