A Machine Learning Approach to Assess Differential Item Functioning in Psychometric Questionnaires Using the Elastic Net Regularized Ordinal Logistic Regression in Small Sample Size Groups

Assessing differential item functioning (DIF) using the ordinal logistic regression (OLR) model highly depends on the asymptotic sampling distribution of the maximum likelihood (ML) estimators. The ML estimation method, which is often used to estimate the parameters of the OLR model for DIF detectio...

Descripción completa

Detalles Bibliográficos
Autores principales: Ebrahimi, Vahid, Bagheri, Zahra, Shayan, Zahra, Jafari, Peyman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8695002/
https://www.ncbi.nlm.nih.gov/pubmed/34957307
http://dx.doi.org/10.1155/2021/6854477

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8695002/
https://www.ncbi.nlm.nih.gov/pubmed/34957307
http://dx.doi.org/10.1155/2021/6854477

Ejemplares similares