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.
authors.affiliation: School of Computing, University of Kent, Canterbury, Kent, UK.
authors.forename: Alexia
authors.initials: A
authors.lastname: Zoumpoulaki
authors.forename: Abdulmajeed
authors.initials: A
authors.lastname: Alsufyani
authors.forename: Howard
authors.initials: H
authors.lastname: Bowman
mesh_terms: D004569:Electroencephalography / Q000379:methods*; D006801:Humans; D013223:Statistics as Topic
keywords: Bootstrap; Deception detection; EEG/ERP; Peak; Permutation; Resampling techniques; Significance testing