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Robust Variable Selection and Estimation Based on Kernel Modal Regression

Model-free variable selection has attracted increasing interest recently due to its flexibility in algorithmic design and outstanding performance in real-world applications. However, most of the existing statistical methods are formulated under the mean square error (MSE) criterion, and susceptible...

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Detalles Bibliográficos
Autores principales: Guo, Changying, Song, Biqin, Wang, Yingjie, Chen, Hong, Xiong, Huijuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514890/
https://www.ncbi.nlm.nih.gov/pubmed/33267117
http://dx.doi.org/10.3390/e21040403