Linear regression methods according to objective functions

ŞİŞMAN Y., BEKTAŞ S.

ACTA MONTANISTICA SLOVACA, cilt.17, sa.3, ss.209-217, 2012 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 17 Sayı: 3
  • Basım Tarihi: 2012
  • Dergi Adı: ACTA MONTANISTICA SLOVACA
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.209-217
  • Anahtar Kelimeler: Regression Analysis, parameter estimation methods, objective function, least squares method, least absolute value method
  • Ondokuz Mayıs Üniversitesi Adresli: Evet

Özet

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.