Bootstrap Enhanced Penalized Regression for Variable Selection with Neuroimaging Data

Recent advances in fMRI research highlight the use of multivariate methods for examining whole-brain connectivity. Complementary data-driven methods are needed for determining the subset of predictors related to individual differences. Although commonly used for this purpose, ordinary least squares...

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Bibliografiska uppgifter
I publikationen:Front Neurosci
Huvudupphovsmän: Abram, Samantha V., Helwig, Nathaniel E., Moodie, Craig A., DeYoung, Colin G., MacDonald, Angus W., Waller, Niels G.
Materialtyp: Artigo
Språk:Inglês
Publicerad: Frontiers Media S.A. 2016
Ämnen:
Neuroscience
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4964314/
https://ncbi.nlm.nih.gov/pubmed/27516732
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2016.00344
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