The shuffle estimator for explainable variance in fMRI experiments

Preprint, Other literature type English OPEN
Benjamini, Yuval; Yu, Bin;
  • Publisher: The Institute of Mathematical Statistics
  • Journal: issn: 1932-6157
  • Publisher copyright policies & self-archiving
  • Related identifiers: doi: 10.1214/13-AOAS681
  • Subject: Statistics - Applications | vision | explainable variance | shuffle estimator | Analysis-of-variance | prediction | permutations | random-effects | fMRI | encoding models
    arxiv: Quantitative Biology::Neurons and Cognition

In computational neuroscience, it is important to estimate well the proportion of signal variance in the total variance of neural activity measurements. This explainable variance measure helps neuroscientists assess the adequacy of predictive models that describe how im... View more
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