Cluster-based computational methods for mass univariate analyses of event-related brain potentials/fields: A simulation study

In recent years, analyses of event related potentials/fields have moved from the selection of a few components and peaks to a mass-univariate approach in which the whole data space is analyzed. Such extensive testing increases the number of false positives and correction for multiple comparisons is...

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Bibliographic Details
Published inJournal of neuroscience methods Vol. 250; pp. 85 - 93
Main Authors Pernet, C.R., Latinus, M., Nichols, T.E., Rousselet, G.A.
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier/North-Holland Biomedical Press 30.07.2015
Subjects
Brain - physiology
Cluster Analysis
Computational Neuroscience
Computer Simulation
Datasets as Topic
Electroencephalography - methods
Evoked Potentials
Humans
Monte Carlo Method
Signal Processing, Computer-Assisted
Software
Monte-Carlo simulations
Multiple comparison correction
ERP
Threshold free cluster enhancement
Cluster-based statistics
Family-wise error rate
Online AccessGet full text
ISSN0165-0270
1872-678X
1872-678X
DOI10.1016/j.jneumeth.2014.08.003

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