Classical Statistics and Statistical Learning in Imaging Neuroscience

Classical Statistics and Statistical Learning in Imaging Neuroscience

Brain-imaging research has predominantly generated insight by means of classical statistics, including regression-type analyses and null-hypothesis testing using t-test and ANOVA. Throughout recent years, statistical learning methods enjoy increasing popularity especially for applications in rich an...

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Bibliographic Details
Main Author: Danilo Bzdok
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-10-01
Series:Frontiers in Neuroscience
Subjects:
neuroimaging
data science
epistemology
statistical inference
machine learning
p-value
Online Access:http://journal.frontiersin.org/article/10.3389/fnins.2017.00543/full

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