Review paper
Zero-one augmented beta and zero-inflated discrete models with heterogeneous dispersion for the analysis of student academic performance
Volume: 28, Issue: 4, Pages: 749 - 767
Published: Feb 21, 2019
Abstract
The purpose of this work is to present suitable statistical methods to study the performance of undergraduate students based on the incidence/proportion of failed courses/subjects.
Three approaches are considered: first, the proportion of failed subjects is modeled considering a zero-one augmented beta distribution; second, discrete models are used to model the probability of failing subjects with logit link; third, incidence is modeled using...
Paper Details
Title
Zero-one augmented beta and zero-inflated discrete models with heterogeneous dispersion for the analysis of student academic performance
Published Date
Feb 21, 2019
Volume
28
Issue
4
Pages
749 - 767
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