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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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| Udgivet i: | Neuroimage |
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| Main Authors: | , , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2010
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| Fag: | |
| Online adgang: | 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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