Mathematics

Linear Regression

Jürgen Groß 2012-12-06

Publisher : Springer Science & Business Media

ISBN-13 : 364255864X

Page : 398 pages

Rating : 4.5/5 from 64X voters

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. 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 placed on practicability and possible applications. The book is rounded off by an introduction to the basics of decision theory and an appendix on matrix algebra.

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