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Penalized Least Squares Regression Methods and Applications to Neuroimaging

The goal of this paper is to review the most popular methods of predictor selection in regression models, to explain why some fail when the number P of explanatory variables exceeds the number N of participants, and to discuss alternative statistical methods that can be employed in this case. We foc...

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Dades bibliogràfiques
Publicat a:Neuroimage
Autors principals: Bunea, Florentina, She, Yiyuan, Ombao, Hernando, Gongvatana, Assawin, Devlin, Kate, Cohen, Ronald
Format: Artigo
Idioma:Inglês
Publicat: 2010
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5485905/
https://ncbi.nlm.nih.gov/pubmed/21167288
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2010.12.028
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