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Resampling the peak, some dos and don'ts

Zoumpoulaki, Alexia, Alsufyani, Abdulmajeed, Bowman, Howard (2015) Resampling the peak, some dos and don'ts. Psychophysiology, 52 (3). pp. 444-448. ISSN 0048-5772. (KAR id:47944)

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Abstract

Resampling techniques are used widely within the ERP community to assess statistical significance and especially in the deception detection literature. Here, we argue that because of statistical bias, bootstrap should not be used in combination with methods like peak-to-peak. Instead, permutation tests provide a more appropriate alternative.

Item Type: Article
Uncontrolled keywords: Bootstrap, Permutation, Resampling techniques, Significance testing, EEG/ERP, Deception detection, Peak
Subjects: B Philosophy. Psychology. Religion > BF Psychology
Q Science
Divisions: Faculties > Sciences > School of Computing
Faculties > Sciences > School of Computing > Computational Intelligence Group
Depositing User: Howard Bowman
Date Deposited: 10 Apr 2015 18:16 UTC
Last Modified: 29 May 2019 14:25 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/47944 (The current URI for this page, for reference purposes)
Bowman, Howard: https://orcid.org/0000-0003-4736-1869
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