Comparison of Least Squares and Some Bias Estimators in Multicollinearity

Comparison of Least Squares and Some Bias Estimators in Multicollinearity

The aim of this study is to compare the least squares (LS) method that lost its function in the case of multicollinearity in regression methods with Ridge Regression (RR) and Principal Components Regression (PCR) which are bias estimators. For this aim, the effect of some body measurements on body w...

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Bibliographic Details
Main Authors: Furkan Yılmaz, Lütfi Bayyurt, Samet Hasan Abacı, Yalçın Tahtalı
Format: Article
Language:English
Published: Turkish Science and Technology Publishing (TURSTEP) 2020-03-01
Series:Turkish Journal of Agriculture: Food Science and Technology
Subjects:
en küçük kareler
ridge regresyon
temel bileşenler regresyonu
saanen
çoklu doğrusal bağlantı
Online Access:http://www.agrifoodscience.com/index.php/TURJAF/article/view/3405

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