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Comparing Bayesian Variable Selection to Lasso Approaches for Applications in Psychology

In the current paper, we review existing tools for solving variable selection problems in psychology. Modern regularization methods such as lasso regression have recently been introduced in the field and are incorporated into popular methodologies, such as network analysis. However, several recogniz...

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Detalles Bibliográficos
Autores principales: Bainter, Sierra A., McCauley, Thomas G., Fahmy, Mahmoud M., Goodman, Zachary T., Kupis, Lauren B., Rao, J. Sunil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10202760/
https://www.ncbi.nlm.nih.gov/pubmed/37217762
http://dx.doi.org/10.1007/s11336-023-09914-9