Data Analysis Using the Method of Least Squares: Extracting the Most Information from Experiments / Edition 1

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Overview

Develops the full power of the least-squares method

Enables engineers and scientists to apply the method to their specific problem

Deals with linear as well as with non-linear least-squares, parametric as well as non-parametric methods

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Editorial Reviews

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Aus den Rezensionen:

"… Die … Methode der kleinsten Quadrate … ist … eines der am häufigsten angewendeten statistischen Verfahren zur Aus- und Bewertung der Daten. John Wolberg … bedauert, dass dieser Methode noch längst nicht die ihr zustehende Aufmerksamkeit … gewidmet wird … Die publizistische Lücke … möchte der Autor mit diesem Buch schließen. … Das Buch vermittelt das Wissen für eine höchst effiziente Methode zur Datenanalyse. Der Autor erläutert die Thematik in dem … Buch abstrakt konzentriert und untermauert sie durch einfache, überwiegend hypothetische Beispiele, die zum … Verständnis der Methode beitragen ..."

(Dr. Norbert Höfert, in: Gefahrstoffe - Reinhaltung der Luft, 2007, Vol. 67, Issue 4, S. 136)

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Product Details

  • ISBN-13: 9783540256748
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 2/10/2006
  • Edition description: 2006
  • Edition number: 1
  • Pages: 250
  • Product dimensions: 6.10 (w) x 9.30 (h) x 0.60 (d)

Table of Contents

The Method of Least Squares.- Model Evaluation.- Candidate Predictors.- Designing Quantitative Experiments.- Software.- Kernel Regression.

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