- Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi
- Vol: 11 Issue: 1
- ON THE DETERMINATION OF THE BESTMODELSIN MIXTURE EXPERIMENT S
ON THE DETERMINATION OF THE BESTMODELSIN MIXTURE EXPERIMENT S
Authors : Kadri Akay
Pages : 15-20
Doi:10.16984/saufbed.91229
View : 10 | Download : 5
Publication Date : 2007-06-01
Article Type : Other
Abstract :In this paper, an alternative approach was proposed for the determination of the modcls taken into account in the modeling of the ınixture surface which is obtained on the experiınental regjon. Thjs approach depends on the examination of all possible subset regression models obtained for the mixturc model. In addition, model control graphs are taken into account to determine the best models. In this situation, with the help of different subset regression n1odels, a n1ore comprehensive interpretation of the ınixture system and the components can be obtained. Then, proposed approach has been investigated on flare data set which is widely known in literature.Keywords : Mixture Model, All possible subset selection, v·ariable selection, Regression models, AMSMatheınatical Subject Classification Number: Priınary 62K99, Secondary 62107