Linear regression methods according to objective functions


ŞİŞMAN Y., BEKTAŞ S.

ACTA MONTANISTICA SLOVACA, vol.17, no.3, pp.209-217, 2012 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 17 Issue: 3
  • Publication Date: 2012
  • Journal Name: ACTA MONTANISTICA SLOVACA
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.209-217
  • Keywords: Regression Analysis, parameter estimation methods, objective function, least squares method, least absolute value method
  • Ondokuz Mayıs University Affiliated: Yes

Abstract

The aim of the study is to explain the parameter estimation methods and the regression analysis. The simple linear regression methods grouped according to the objective function are introduced. The numerical solution is achieved for the simple linear regression methods according to objective function of Least Squares and the Least Absolute Value adjustment methods. The success of the applied methods is analyzed using their objective function values.