Robust Nonlinear Least Squares Approaches for Evaluating OVA-Mediated Bleaching Reactions: An Experimental Comparative Study

Barış AŞIKGİL

Makale detayları

Robust Nonlinear Least Squares Approaches for Evaluating OVA-Mediated Bleaching Reactions: An Experimental Comparative Study

Yazarlar:

Barış AŞIKGİL

Yayıncı:

Gazi University

Dergi:

Gazi University Journal of Science 2017 Vol.30 Issue 4, pp.599-608

Belge Tipi:

Makale

Yayın Tarihi:

12/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000428381

eISSN:

2147-1762

Özet:

 


Nonlinear models are usually encountered in
various areas including experimental studies such as physics, chemistry,
biology etc. Ordinary least squares is one of the most widely used methods for
parameter estimation in different types of nonlinear models. However, there are
some regression assumptions need to be satisfied for obtaining efficient
parameter estimates. In this paper, the parameter estimation process is
evaluated carefully for some bleaching reactions by using chicken egg albumin
(OVA) and some precautions are taken in the presence of violations of the
assumptions (heteroscedasticity, autocorrelation, the presence of outliers). In
this way, robust logged nonlinear least squares approaches are examined and
compared under different conditions of reactions.

.

Makale detayları

Robust Nonlinear Least Squares Approaches for Evaluating OVA-Mediated Bleaching Reactions: An Experimental Comparative Study

Yazarlar: Barış AŞIKGİL

Yayıncı: Gazi University

Dergi: Gazi University Journal of Science 2017 Vol.30 Issue 4, pp.599-608

Belge Tipi: Makale

Yayın Tarihi: 12/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000428381

eISSN: 2147-1762

Sayı

Yazarlar:

Barış AŞIKGİL

Yayıncı:

Gazi University

Dergi:

Gazi University Journal of Science 2017 Vol.30 Issue 4, pp.599-608

Belge Tipi:

Makale

Yayın Tarihi:

12/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000428381

eISSN:

2147-1762