Resampling the peak, some dos and don'ts

Alexia Zoumpoulaki; Abdulmajeed Alsufyani; Howard Bowman

doi:10.1111/psyp.12363

Resampling the peak, some dos and don'ts

Alexia Zoumpoulaki, Abdulmajeed Alsufyani, Howard Bowman

Psychology

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

206 Downloads (Pure)

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.

Original language	English
Pages (from-to)	444-8
Number of pages	5
Journal	Psychophysiology
Volume	52
Issue number	3
Early online date	12 Oct 2014
DOIs	https://doi.org/10.1111/psyp.12363
Publication status	Published - Mar 2015

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Keywords

EEG
resampling

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10.1111/psyp.12363

psychophysiology_bootstrapAccepted author manuscript, 508 KBLicence: None: All rights reserved

Cite this

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title = "Resampling the peak, some dos and don'ts",

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.",

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Resampling the peak, some dos and don'ts

Abstract

Bibliographical note

Keywords

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