Widely applicable information criterion for estimating the order in a hidden Markov model

This paper considers the determination of the order of hidden Markov models. Recently, a proposed predictive measure, the so-called widely applicable information criterion (WAIC), was derived. This criterion is a convenient alternative to the cross-validation approach due to its less computation p...

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Bibliographic Details
Main Authors: Safaa K. Kadhem, Sadeq A. Kadhim
Format: Article
Language:English
Published: Prince of Songkla University 2021-06-01
Series:Songklanakarin Journal of Science and Technology (SJST)
Subjects:
Online Access:https://rdo.psu.ac.th/sjstweb/journal/43-3/29.pdf