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An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample

Yıl 2021, Cilt: 6 Sayı: 2, 71 - 75, 30.09.2021

Öz

Nowadays, the usage of nonlinear regression models is common. However, non-linear models
are more difficult to teach than linear models. The ordinary least squares method is effective in teaching
nonlinear regression models. In this study, it is aimed to teach the subjects of non-linear regression in
statistics for students. Transformed models are used for this. The ordinary least squares estimators of
models are obtained and the comparison of these is made. Besides, an explanatory application is made on
this subject.

Kaynakça

  • Arhipova I, Balina S. Problem of Choosing Statistical Hypotheses in Applied Statistics. 16th Symposium of IASC, Proceedings in Computational Statistics. 2004, 629 – 636.
  • Arhipova I, Arhipovs S. Application of Ordinary Least Square Method in Nonlinear Models. International Statistical Institue. 2007, 56th Session,p.4.
  • Birkes D, Dodge Y. Alternative Methods of Regression. John Wiley Sons. 1993, 80 – 140.
  • Gujarati DN. Basic Econometrics. McGraw-Hill, Inc. 1995, 108 – 151.
  • Gürünlü AÖ, Vupa Ö. Regresyon Analizinde Kullanılan En Küçük Kareler ve En Küçük Medyan Kareler Yöntemlerinin Karşılaştırılması. Süleyman Demirel Üniversitesi Fen Edebiyat Fakültesi Fen Dergisi (E-Dergi). 2, 2008, 219 – 229.
  • Örün S, Karatekin C. İstanbul İli Avrupa Yakası İçin Uzun Dönem Elektrik Enerjisi Yük Tahmini. Elektrik-Elektronik-Bilgisayar ve Biyomedikal Muhendisliği Sempozyumu. 2014, 38 – 43.
  • Wilcox RR. Introduction to Robust Estimation and Hypothesis Testing. Academic Press. 4(4), 1997, 2 – 21.
  • Rencher AC, Schaalje GB. Linear Models in Statistics. John Wiley and Sons. 2008, 126 – 184.
Yıl 2021, Cilt: 6 Sayı: 2, 71 - 75, 30.09.2021

Öz

Kaynakça

  • Arhipova I, Balina S. Problem of Choosing Statistical Hypotheses in Applied Statistics. 16th Symposium of IASC, Proceedings in Computational Statistics. 2004, 629 – 636.
  • Arhipova I, Arhipovs S. Application of Ordinary Least Square Method in Nonlinear Models. International Statistical Institue. 2007, 56th Session,p.4.
  • Birkes D, Dodge Y. Alternative Methods of Regression. John Wiley Sons. 1993, 80 – 140.
  • Gujarati DN. Basic Econometrics. McGraw-Hill, Inc. 1995, 108 – 151.
  • Gürünlü AÖ, Vupa Ö. Regresyon Analizinde Kullanılan En Küçük Kareler ve En Küçük Medyan Kareler Yöntemlerinin Karşılaştırılması. Süleyman Demirel Üniversitesi Fen Edebiyat Fakültesi Fen Dergisi (E-Dergi). 2, 2008, 219 – 229.
  • Örün S, Karatekin C. İstanbul İli Avrupa Yakası İçin Uzun Dönem Elektrik Enerjisi Yük Tahmini. Elektrik-Elektronik-Bilgisayar ve Biyomedikal Muhendisliği Sempozyumu. 2014, 38 – 43.
  • Wilcox RR. Introduction to Robust Estimation and Hypothesis Testing. Academic Press. 4(4), 1997, 2 – 21.
  • Rencher AC, Schaalje GB. Linear Models in Statistics. John Wiley and Sons. 2008, 126 – 184.
Toplam 8 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Bölüm Volume VI Issue II
Yazarlar

Fatma Buğlem Yalçın 0000-0003-4276-1820

Yayımlanma Tarihi 30 Eylül 2021
Yayımlandığı Sayı Yıl 2021 Cilt: 6 Sayı: 2

Kaynak Göster

APA Yalçın, F. B. (2021). An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample. Turkish Journal of Science, 6(2), 71-75.
AMA Yalçın FB. An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample. TJOS. Eylül 2021;6(2):71-75.
Chicago Yalçın, Fatma Buğlem. “An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample”. Turkish Journal of Science 6, sy. 2 (Eylül 2021): 71-75.
EndNote Yalçın FB (01 Eylül 2021) An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample. Turkish Journal of Science 6 2 71–75.
IEEE F. B. Yalçın, “An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample”, TJOS, c. 6, sy. 2, ss. 71–75, 2021.
ISNAD Yalçın, Fatma Buğlem. “An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample”. Turkish Journal of Science 6/2 (Eylül 2021), 71-75.
JAMA Yalçın FB. An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample. TJOS. 2021;6:71–75.
MLA Yalçın, Fatma Buğlem. “An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample”. Turkish Journal of Science, c. 6, sy. 2, 2021, ss. 71-75.
Vancouver Yalçın FB. An Application of Least Squares Method in Nonlinear Models–Solid Waste Sample. TJOS. 2021;6(2):71-5.