Linear Regression

Linear Regression

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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. 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.A further example for an estimator from this set is the so-called shrinkage estimator 1 6(0) = aˆ’8, agt; 0, 6(9) 1 + # Q which shrinks the elements of the least squares estimator. Here we encounter the problem of the appropriate choice of theanbsp;...

Title:Linear Regression
Author: Jürgen Groß
Publisher:Springer Science & Business Media - 2012-12-06

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