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The unit generalized half-normal quantile regression model: formulation, estimation, diagnostics, and numerical applications

In this paper, we propose and derive a new regression model for response variables defined on the open unit interval. By reparameterizing the unit generalized half-normal distribution, we get the interpretation of its location parameter as being a quantile of the distribution. In addition, we can ev...

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Detalles Bibliográficos
Autores principales: Mazucheli, Josmar, Korkmaz, Mustafa Ç., Menezes, André F. B., Leiva, Víctor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9331020/
https://www.ncbi.nlm.nih.gov/pubmed/35915830
http://dx.doi.org/10.1007/s00500-022-07278-3