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Logistic regression with image covariates via the combination of L(1) and Sobolev regularizations

The use of image covariates to build a classification model has lots of impact in various fields, such as computer science, medicine, and so on. The aim of this paper is to develop an estimation method for logistic regression model with image covariates. We propose a novel regularized estimation app...

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Detalles Bibliográficos
Autores principales: An, Baiguo, Zhang, Beibei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7319310/
https://www.ncbi.nlm.nih.gov/pubmed/32589677
http://dx.doi.org/10.1371/journal.pone.0234975