Resampling (bootstrapping) the mean: A definite do

Joel P Rosenfeld*, Emanuel Donchin

*Corresponding author for this work

Research output: Contribution to journalArticle

6 Scopus citations

Abstract

There has been discussion lately about whether bootstrap versus permutations methods are the more appropriate in diagnostic psychophysiology, especially in the context of concealed information tests (CITs), also called guilty knowledge tests (GKTs). We review the use of bootstrapping in most published CIT/GKT studies (where means, or correlations, as opposed to peak amplitudes are estimated) and find them valid and reliable. When bootstrapping and permutations were applied to the same synthesized ERP datasets, they agreed 98.1% of the time, averaged over 24,000 iterations.

Original languageEnglish (US)
Pages (from-to)969-972
Number of pages4
JournalPsychophysiology
Volume52
Issue number7
DOIs
StatePublished - Jul 1 2015

Keywords

  • Bootstrap
  • CIT
  • Deception detection
  • GKT
  • P300
  • Permutations
  • Resampling techniques

ASJC Scopus subject areas

  • Physiology
  • Neuropsychology and Physiological Psychology
  • Experimental and Cognitive Psychology
  • Physiology (medical)

Fingerprint Dive into the research topics of 'Resampling (bootstrapping) the mean: A definite do'. Together they form a unique fingerprint.

  • Cite this