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Foundational Issues in Human Brain Mapping$
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Stephen Jose Hanson and Martin Bunzl

Print publication date: 2010

Print ISBN-13: 9780262014021

Published to MIT Press Scholarship Online: August 2013

DOI: 10.7551/mitpress/9780262014021.001.0001

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On the Advantages of Not Having to Rely on Multiple Comparison Corrections

On the Advantages of Not Having to Rely on Multiple Comparison Corrections

Chapter:
(p.97) 8 On the Advantages of Not Having to Rely on Multiple Comparison Corrections
Source:
Foundational Issues in Human Brain Mapping
Author(s):

Edward Vul

Nancy Kanwisher

Publisher:
The MIT Press
DOI:10.7551/mitpress/9780262014021.003.0009

This chapter looks into the advantage of replicating results with independent data rather than relying on multiple comparison corrections, and discusses various methods used for correction for multiple comparisons in functional magnetic resonance imaging (fMRI) data analysis. The method of replicating results with independent data is recommended over the cost of collecting additional data. The complexity that multiple-comparison corrections involve can be removed by the use of independently selected ROI approaches. The chapter also provides information on a cluster-size correction.

Keywords:   independent data, data analysis, region of interest, multiple-comparison corrections, fMRI, cluster-size correction

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