Model Fit and Comparison in Finite Mixture Models: A Review and a Novel Approach

One of the greatest challenges in the application of finite mixture models is model comparison. A variety of statistical fit indices exist, including information criteria, approximate likelihood ratio tests, and resampling techniques; however, none of these indices describe the amount of improvement...

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Bibliographic Details
Main Authors: Kevin J. Grimm, Russell Houpt, Danielle Rodgers
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Education
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feduc.2021.613645/full