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Regression analysis is one of the most flexible and most frequently used multivariate methods. It is employed to analyze relationships between a metrically scaled dependent variable and one or more metrically scaled independent variables. In particular, it is used to describe relationships quantitatively and to explain them. As a result, we can estimate or predict values of the dependent variable. Regression analysis is of eminent importance for science and practice.

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Regression Analysis

  • 章节

  • 发表日期：

    2025年

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  • Klaus Backhaus,
  • Bernd Erichson,
  • Sonja Gensler,
  • Rolf Weiber,
  • Thomas Weiber

摘要

Regression analysis is one of the most flexible and most frequently used multivariate methods. It is employed to analyze relationships between a metrically scaled dependent variable and one or more metrically scaled independent variables. In particular, it is used to describe relationships quantitatively and to explain them. As a result, we can estimate or predict values of the dependent variable. Regression analysis is of eminent importance for science and practice.