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A sparse regression method for group-wise feature selection with false discovery rate control

The method of Sorted L-One Penalized Estimation, or SLOPE, is a sparse regression method recently introduced by Bogdan et. al. [1]. It can be used to identify significant predictor variables in a linear model that may have more unknown parameters than observations. When the correlations between pred...

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Detalhes bibliográficos
Publicado no:IEEE/ACM Trans Comput Biol Bioinform
Main Authors: Gossmann, Alexej, Cao, Shaolong, Brzyski, Damian, Zhao, Lan-Juan, Deng, Hong-Wen, Wang, Yu-Ping
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6326365/
https://ncbi.nlm.nih.gov/pubmed/29990279
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCBB.2017.2780106
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