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Mingya Huang; David Kaplan – Journal of Educational and Behavioral Statistics, 2025
The issue of model uncertainty has been gaining interest in education and the social sciences community over the years, and the dominant methods for handling model uncertainty are based on Bayesian inference, particularly, Bayesian model averaging. However, Bayesian model averaging assumes that the true data-generating model is within the…
Descriptors: Bayesian Statistics, Hierarchical Linear Modeling, Statistical Inference, Predictor Variables
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Carmen Köhler; Lale Khorramdel; Artur Pokropek; Johannes Hartig – Journal of Educational Measurement, 2024
For assessment scales applied to different groups (e.g., students from different states; patients in different countries), multigroup differential item functioning (MG-DIF) needs to be evaluated in order to ensure that respondents with the same trait level but from different groups have equal response probabilities on a particular item. The…
Descriptors: Measures (Individuals), Test Bias, Models, Item Response Theory
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van Hek, Margriet; Kraaykamp, Gerbert; Pelzer, Ben – School Effectiveness and School Improvement, 2018
Few studies on male-female inequalities in education have elaborated on whether school characteristics affect girls' and boys' educational performance differently. This study investigated how school resources, being schools' socioeconomic composition, proportion of girls, and proportion of highly educated teachers, and school practices, being…
Descriptors: Gender Differences, Reading Achievement, Institutional Characteristics, Educational Resources