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 |
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| Uncontrolled keywords: | Bootstrap, Permutation, Resampling techniques, Significance testing, EEG/ERP, Deception detection, Peak |
| Subjects: |
B Philosophy. Psychology. Religion > BF Psychology Q Science |
| Institutional Unit: | Schools > School of Computing |
| Former Institutional Unit: |
Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing
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| Depositing User: | Howard Bowman |
| Date Deposited: | 10 Apr 2015 18:16 UTC |
| Last Modified: | 20 May 2025 10:16 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/47944 (The current URI for this page, for reference purposes) |
University of Kent Author Information
Bowman, Howard.
| Creator's ORCID: |
 https://orcid.org/0000-0003-4736-1869
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