A Graphical Method for Model Selection

Naveen Kumar Boiroju

Abstract


In this paper, we present a graphical method for selection of the model among the many competitive models. The proposed method not only selects the model but also tests the equal prediction accuracy of the models.

Keywords


Bootstrap Method, Coefficient of Determination, Loss differential

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DOI: http://dx.doi.org/10.18187/pjsor.v8i4.427

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Title

A Graphical Method for Model Selection

Keywords

Bootstrap Method, Coefficient of Determination, Loss differential

Description

In this paper, we present a graphical method for selection of the model among the many competitive models. The proposed method not only selects the model but also tests the equal prediction accuracy of the models.

Date

2012-11-08

Identifier


Source

Pakistan Journal of Statistics and Operation Research; Vol. 8 No. 4. 2012



Print ISSN: 1816-2711 | Electronic ISSN: 2220-5810