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Linear Regression

Name: Linear Regression
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01562645
Price: 154.58 EUR
Availability: InStock
Author: J. Groß
ISBN: 9783540401780

J. Groß

Language

English

Book Paperback

Libristo code: 01562645

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, July 2003

The book covers the basic theory of linear regression models and presents a comprehensive survey of... Full description

Libristo code: 01562645

373 b

154.58 €

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The book covers the basic theory of linear regression models and presents a comprehensive survey of different estimation techniques as alternatives and complements to least squares estimation. The relationship between different estimators is clearly described and categories of estimators are worked out in detail. Proofs are given for the most relevant results, and the presented methods are illustrated with the help of numerical examples and graphics. Special emphasis is laid on the practicability, and possible applications are discussed. The book is rounded off by an introduction to the basics of decision theory and an appendix on matrix algebra.