A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS

Özgür Yeniay; Atilla Göktaş

Araştırma Makalesi

A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS

Yıl 2002, Cilt: 31, 99 - 111, 01.12.2001

Özgür Yeniay Atilla Göktaş

Öz

The aim of this study is to compare popular regression methods with the

partial least squares method. The paper presents a theoretical point of view,

as well as an application on a real data set. It is found that partial least

squares regression yields somewhat better results in terms of the predictive

ability of models obtained when compared to the other prediction methods.

Anahtar Kelimeler

Ordinary least squares, Ridge regression, Principal component regression, Partial least squares.

Kaynakça

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Yıl 2002, Cilt: 31, 99 - 111, 01.12.2001

Özgür Yeniay Atilla Göktaş

Öz

Kaynakça

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Toplam 1 adet kaynakça vardır.

Ayrıntılar

Birincil Dil	İngilizce
Konular	İstatistik
Bölüm	İstatistik
Yazarlar	Özgür Yeniay Bu kişi benim Atilla Göktaş Bu kişi benim
Yayımlanma Tarihi	1 Aralık 2001
Yayımlandığı Sayı	Yıl 2002 Cilt: 31

Kaynak Göster

APA	Yeniay, Ö., & Göktaş, A. (2001). A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS. Hacettepe Journal of Mathematics and Statistics, 31, 99-111.
AMA	Yeniay Ö, Göktaş A. A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS. Hacettepe Journal of Mathematics and Statistics. Aralık 2001;31:99-111.
Chicago	Yeniay, Özgür, ve Atilla Göktaş. “A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS”. Hacettepe Journal of Mathematics and Statistics 31, Aralık (Aralık 2001): 99-111.
EndNote	Yeniay Ö, Göktaş A (01 Aralık 2001) A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS. Hacettepe Journal of Mathematics and Statistics 31 99–111.
IEEE	Ö. Yeniay ve A. Göktaş, “A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS”, Hacettepe Journal of Mathematics and Statistics, c. 31, ss. 99–111, 2001.
ISNAD	Yeniay, Özgür - Göktaş, Atilla. “A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS”. Hacettepe Journal of Mathematics and Statistics 31 (Aralık 2001), 99-111.
JAMA	Yeniay Ö, Göktaş A. A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS. Hacettepe Journal of Mathematics and Statistics. 2001;31:99–111.
MLA	Yeniay, Özgür ve Atilla Göktaş. “A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS”. Hacettepe Journal of Mathematics and Statistics, c. 31, 2001, ss. 99-111.
Vancouver	Yeniay Ö, Göktaş A. A COMPARISON OF PARTIAL LEAST SQUARES REGRESSION WITH OTHER PREDICTION METHODS. Hacettepe Journal of Mathematics and Statistics. 2001;31:99-111.