ON THE DETERMINATION OF THE BESTMODELSIN MIXTURE EXPERIMENT S

Year 2007, Volume: 11 Issue: 1, 15 - 20, 01.06.2007

Kadri Akay

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