Multivariate tests for the evaluation of high-dimensional EEG data

Journal of Neuroscience Methods

Volumn 139, Issue 1, 2004, Pages 111-120

  Hemmelmann, Claudia ^a   Horn, Manfred ^a   Reiterer, Susanne ^b,c   Schack, Bärbel ^a   Süsse, Thomas ^a   Weiss, Sabine ^b,d  

^a FRIEDRICH SCHILLER UNIVERSITY JENA   (Germany)

^b UNIVERSITY OF VIENNA   (Austria)

^c UNIVERSITY OF TÜBINGEN   (Germany)

^d BIELEFELD UNIVERSITY   (Germany)

Author keywords

Coherence; EEG data; Global hypothesis; Language; Multiple endpoints; Multivariate test; Permutation test; Power of test

Indexed keywords

ARTICLE; COMPARATIVE STUDY; CONTROLLED STUDY; CORRELATION ANALYSIS; DATA ANALYSIS; ELECTROENCEPHALOGRAPHY; HUMAN; HUMAN EXPERIMENT; LANGUAGE; MULTIVARIATE ANALYSIS; NORMAL HUMAN; PRIORITY JOURNAL; SIMULATION; STUDENT;

ADULT; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MULTIVARIATE ANALYSIS; WORD ASSOCIATION TESTS;

EID: 4444274533     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2004.04.013     Document Type: Article

References (27)

1. Blair R.C., Karniski W. An alternative method for significance testing of waveform difference potentials. Psychophysiology. 30:1993;518-524
2. 2 test in prescribed circumstances. Multivariate Behav. Res. 29:1994;141-163
3. Bleasdale F.A. Concreteness-dependent associative priming: separate lexical organization for concrete and abstract words. J. Exp. Psychol.: Learn. Mem. Cogn. 13:1987;582-594
4. Bregenzer T. Tests zur Auswertung klinischer Studien mit multiplen Endpunkten. Doctoral Thesis, University Cologne; 2000.
5. Coltheart M. Deep dyslexia: a review of the syndrome. In: Coltheart M, Patterson KE, Marshall JC, editors. Deep dyslexia. London: Routledge and Kegan Paul; 1987.
6. Frick H. A note on the bias of O'Brien's OLS test. Biometrical J. 39:1997;125-128
7. Galan L., Biscay R., Rodriguez J.L., Perez-Abalo M.C., Rodriguez R. Testing topographic differences between event related brain potentials by using non-parametric combinations of permutation tests. Electroencephalogr. Clin. Neurophysiol. 102:1997;240-247
8. Good P. Permutation tests. New York: Springer; 2000.
9. Harmony T., Fernandez T., Fernandez-Bouzas A., Silva-Pereyra J., Bosch J., Diaz-Comas L., et al. EEG changes during word and figure categorization. Clin. Neurophysiol. 112:2001;1486-1498
10. Karniski W., Blair R.C., Snider A.D. An exact statistical method for comparing topographic maps. Brain Topogr. 6:1994;203-210
11. Kiehl K.A., Liddle P.F., Smith A.M., Mendreck A., Forster B.B., Hare R.D. Neural pathways involved in the processing of concrete and abstract words. Hum. Brain Mapp. 7:1999;225-233
12. Kropf S. Hochdimensionale multivariate Verfahren in der medizinischen Statistik. Aachen: Shaker Verlag; 2000.
13. Läuter J., Glimm E., Kropf S. New multivariate tests for data with an inherent structure. Biometrical J. 38:1996;5-23
14. Ludbrook J., Dudley H. Why permutation tests are superior to t and F tests in biomedical research. Am. Statistician. 52:1998;127-132
15. O'Brien P.C. Procedures for comparing samples with multiple endpoints. Biometrics. 40:1984;1079-1087
16. Pocock S.J., Geller N.L., Tsiatis A.A. The analysis of multiple endpoints in clinical trials. Biometrics. 43:1987;487-498
17. Rappelsberger P., Petsche H. Probability mapping: power and coherence analyses of cognitive processes. Brain Topogr. 1:1988;46-54
18. Reiterer S., Rappelsberger P. EEG-coherence analysis and foreign language processing. Neuroimage. 13:2001;592
19. Reitmeir P., Wassmer G. One-sided multiple endpoint testing in two-sample comparisons. Commun. Stat. Simulation Comput. 25:1996;99-117
20. Samuel-Chan E. Is the Simes improved Bonferroni procedure conservative? Biometrika. 83:1996;928-933
21. Schack B., Rappelsberger P., Weiss S., Möller E. Adaptive phase estimation and its application in EEG analysis of word processing. J. Neurosci. Methods. 93:1999;49-59
22. Schack B., Weiss S., Rappelsberger P. Cerebral information transfer during word processing: where and when does it occur and how fast is it? Hum. Brain Mapp. 19:2003;18-36
23. Simes R.J. An improved Bonferroni procedure for multiple tests of significance. Biometrika. 73:1986;751-754
24. Tang D.I., Gnecco C., Geller N.L. An approximate likelihood ratio test for a normal mean vector with nonnegative components with application to clinical trials. Biometrika. 76:1989;577-583
25. Weiss S., Müller H.M. The contribution of EEG coherence to the investigation of language. Brain Lang. 85:2003;325-343
26. Weiss S, Müller HM, Rappelsberger P. Processing concepts and scenarios: electrophysiological findings on language representation. In: Riegler A, Peschl M, Stein A, editors. Understanding representation in the cognitive sciences. New York: Plenum Press; 1999. p. 237-45.
27. West W.C., Holcomb P.J. Imaginal, semantic, and surface-level processing of concrete and abstract words: an electrophysiological investigation. J. Cogn. Neurosci. 12:2000;1024-1037