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Volumn 11, Issue 1, 1998, Pages 43-55

Addressing misallocation of variance in principal components analysis of event-related potentials

Author keywords

Event related potentials; Principal components analysis

Indexed keywords

ARTICLE; BRAIN MAPPING; EVENT RELATED POTENTIAL; HUMAN; LATENT PERIOD; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; ROTATION; VARIANCE;

EID: 0031693283     PISSN: 08960267     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1022218503558     Document Type: Article
Times cited : (141)

References (45)
  • 2
    • 0030766208 scopus 로고    scopus 로고
    • Principal component analysis of event-related potentials: Misallocation of variance revisited
    • Achim, A. and Marcantoni, W. Principal component analysis of event-related potentials: Misallocation of variance revisited. Psychophysiology, 1997, 34(5): 597-606.
    • (1997) Psychophysiology , vol.34 , Issue.5 , pp. 597-606
    • Achim, A.1    Marcantoni, W.2
  • 4
    • 0029411030 scopus 로고
    • An information-maximisation approach to blind separation and blind deconvolution
    • Bell, A.J. and Sejnowski, T.J. An information-maximisation approach to blind separation and blind deconvolution. Neural Computation, 1995, 7(6): 1129-1159.
    • (1995) Neural Computation , vol.7 , Issue.6 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 5
    • 0002636037 scopus 로고
    • The data box: Its ordering of total responses in terms of possible relational systems
    • R.B. Cattell (Ed.), Chicago, IL: Rand McNally
    • Cattell, R.B. The data box: Its ordering of total responses in terms of possible relational systems. In: R.B. Cattell (Ed.), Handbook of multivariate experimental psychology, Chicago, IL: Rand McNally, 1966a: 67-128.
    • (1966) Handbook of Multivariate Experimental Psychology , pp. 67-128
    • Cattell, R.B.1
  • 6
    • 84937549955 scopus 로고
    • The scree test for the number of factors
    • Cattell, R.B. The scree test for the number of factors. Multivariate Behavioral Research, 1966b, 1: 245-276.
    • (1966) Multivariate Behavioral Research , vol.1 , pp. 245-276
    • Cattell, R.B.1
  • 7
    • 0040673160 scopus 로고
    • A general plasmode (No. 3010-5-2) for factor analytic exercises and research
    • Cattell, R.B. and Jaspers, J. A general plasmode (No. 3010-5-2) for factor analytic exercises and research. Multivariate Behavioral Research Monographs, 1967, 67-3: 1-212.
    • (1967) Multivariate Behavioral Research Monographs , vol.67 , Issue.3 , pp. 1-212
    • Cattell, R.B.1    Jaspers, J.2
  • 8
    • 0029281625 scopus 로고
    • EP component identification and measurement by principal components analysis
    • Chapman, R.M. and McCrary, J.W. EP component identification and measurement by principal components analysis. Brain and Cognition, 1995, 27: 288-310.
    • (1995) Brain and Cognition , vol.27 , pp. 288-310
    • Chapman, R.M.1    McCrary, J.W.2
  • 10
    • 0039764512 scopus 로고    scopus 로고
    • Addressing misallocation of variance in principal components analysis of evoked potentials
    • Dien, J. Addressing misallocation of variance in principal components analysis of evoked potentials. Psychophysiology, 1997, 34(Supplement 1): S31.
    • (1997) Psychophysiology , vol.34 , Issue.1 SUPPL.
    • Dien, J.1
  • 11
    • 0003333378 scopus 로고    scopus 로고
    • Differential lateralization of trait anxiety and trait fearfulness: Evoked potential correlates
    • in press
    • Dien, J. Differential lateralization of trait anxiety and trait fearfulness: evoked potential correlates. Personality and Individual Differences, in press.
    • Personality and Individual Differences
    • Dien, J.1
  • 12
    • 0031470923 scopus 로고    scopus 로고
    • Localization of auditory evoked potentials related to selective intermodal attention
    • Dien, J., Tucker, D.M., Potts, G. and Hartry, A. Localization of auditory evoked potentials related to selective intermodal attention. Journal of Cognitive Neuroscience, 1997, 9(6): 799-823.
    • (1997) Journal of Cognitive Neuroscience , vol.9 , Issue.6 , pp. 799-823
    • Dien, J.1    Tucker, D.M.2    Potts, G.3    Hartry, A.4
  • 13
    • 0015306887 scopus 로고
    • Is the contingent negative variation contingent on a motor response?
    • Donchin, E., Gerbrandt, L.A., Leifer, L. and Tucker, L.R. Is the contingent negative variation contingent on a motor response? Psychophysiology, 1972, 9: 178-188.
    • (1972) Psychophysiology , vol.9 , pp. 178-188
    • Donchin, E.1    Gerbrandt, L.A.2    Leifer, L.3    Tucker, L.R.4
  • 14
    • 0002163070 scopus 로고
    • Multivariate analysis of event-related potential data: A tutorial review
    • D. Otto (Ed.), Washington, DC: U.S. Government Printing Office
    • Donchin, E. and Heffley, E. Multivariate analysis of event-related potential data: A tutorial review. In: D. Otto (Ed.), Multidisciplinary perspectives in event-related potential research (EPA 600/9-77-043), Washington, DC: U.S. Government Printing Office, 1979: 555-572.
    • (1979) Multidisciplinary Perspectives in Event-related Potential Research (EPA 600/9-77-043) , pp. 555-572
    • Donchin, E.1    Heffley, E.2
  • 15
    • 0001955557 scopus 로고    scopus 로고
    • The varieties of deviant experience: ERP manifestations of deviance processors
    • G.J.M. van Boxtel and K.B.E. Bocker (Eds.), Tilburg: Tilburg University Press
    • Donchin, E., Spencer, K.M. and Dien, J. The varieties of deviant experience: ERP manifestations of deviance processors. In: G.J.M. van Boxtel and K.B.E. Bocker (Eds.), Brain and Behavior: Past, Present, and Future, Tilburg: Tilburg University Press, 1997: 67-91.
    • (1997) Brain and Behavior: Past, Present, and Future , pp. 67-91
    • Donchin, E.1    Spencer, K.M.2    Dien, J.3
  • 16
    • 0025684870 scopus 로고
    • Quantified neurophysiology with mapping: Statistical inference, exploratory and confirmatory data analysis
    • Duffy, F.H., Jones, K., Bartels, P., Albert, M., McAnulty, G.B. and Als, H. Quantified neurophysiology with mapping: Statistical inference, exploratory and confirmatory data analysis. Brain Topography, 1990, 3(1): 3-12.
    • (1990) Brain Topography , vol.3 , Issue.1 , pp. 3-12
    • Duffy, F.H.1    Jones, K.2    Bartels, P.3    Albert, M.4    McAnulty, G.B.5    Als, H.6
  • 18
    • 84973779119 scopus 로고
    • A comparison of biquartimin, maxplane, promax, and varimax
    • Gorsuch, R.L. A comparison of biquartimin, maxplane, promax, and varimax. Educational and Psychological Measurement, 1970, 30: 861-872.
    • (1970) Educational and Psychological Measurement , vol.30 , pp. 861-872
    • Gorsuch, R.L.1
  • 21
    • 8644267207 scopus 로고
    • A rationale and test for the number of factors in factor analysis
    • Horn, J.L. A rationale and test for the number of factors in factor analysis. Psychometrika, 1965, 30: 179-185.
    • (1965) Psychometrika , vol.30 , pp. 179-185
    • Horn, J.L.1
  • 22
    • 0021802721 scopus 로고
    • Mathematical models of the event-related potential
    • Hunt, E. Mathematical models of the event-related potential. Psychophysiology, 1985, 22(4): 395-402.
    • (1985) Psychophysiology , vol.22 , Issue.4 , pp. 395-402
    • Hunt, E.1
  • 24
    • 34250922831 scopus 로고
    • The varimax criterion for analytic rotation in factor analysis
    • Kaiser, H.F. The varimax criterion for analytic rotation in factor analysis. Psychometrika, 1958, 23: 187-200.
    • (1958) Psychometrika , vol.23 , pp. 187-200
    • Kaiser, H.F.1
  • 25
    • 84976998771 scopus 로고
    • The application of electronic computers to factor analysis
    • Kaiser, H.F. The application of electronic computers to factor analysis. Educational and Psychological Measurement, 1960, 20: 141-151.
    • (1960) Educational and Psychological Measurement , vol.20 , pp. 141-151
    • Kaiser, H.F.1
  • 28
    • 0023231618 scopus 로고
    • Principal components analysis for source localization of VEPs in man
    • Maier, J., Dagnelie, G., Spekreijse, H. and van Dijk, B.W. Principal components analysis for source localization of VEPs in man. Vision Research, 1987, 27(2): 165-177.
    • (1987) Vision Research , vol.27 , Issue.2 , pp. 165-177
    • Maier, J.1    Dagnelie, G.2    Spekreijse, H.3    Van Dijk, B.W.4
  • 30
    • 0022486679 scopus 로고
    • The influence of latency jitter in principal component analysis of event-related potentials
    • Möcks, J. The influence of latency jitter in principal component analysis of event-related potentials. Psychophysiology, 1986, 23(4): 480-484.
    • (1986) Psychophysiology , vol.23 , Issue.4 , pp. 480-484
    • Möcks, J.1
  • 31
    • 0024023333 scopus 로고
    • Topographic components model for event-related potentials and some biophysical considerations
    • Möcks, J. Topographic components model for event-related potentials and some biophysical considerations. IEEE Transactions on Biomedical Engineering, 1988, 35(6): 482-484.
    • (1988) IEEE Transactions on Biomedical Engineering , vol.35 , Issue.6 , pp. 482-484
    • Möcks, J.1
  • 32
    • 0013680222 scopus 로고
    • Multivariate methods in biosignal analysis: Application of principal component analysis to event-related potentials
    • R. Weitkunat (Ed.), Amsterdam: Elsevier
    • Möcks, J. and Verleger, R. Multivariate methods in biosignal analysis: application of principal component analysis to event-related potentials. In: R. Weitkunat (Ed.), Digital Biosignal Processing, Amsterdam: Elsevier, 1991: 399-458.
    • (1991) Digital Biosignal Processing , pp. 399-458
    • Möcks, J.1    Verleger, R.2
  • 33
    • 0026882264 scopus 로고
    • Multiple dipole modeling and localization from spatio-temporal MEG data
    • Mosher, J.C. Multiple dipole modeling and localization from spatio-temporal MEG data. IEEE Transactions on Biomedical Engineering, 1992, 39(6): 541-557.
    • (1992) IEEE Transactions on Biomedical Engineering , vol.39 , Issue.6 , pp. 541-557
    • Mosher, J.C.1
  • 35
    • 0022393668 scopus 로고
    • Semantic categorization and event-related potentials
    • Polich, J. Semantic categorization and event-related potentials. Brain and Cognition, 1985, 26: 304-321.
    • (1985) Brain and Cognition , vol.26 , pp. 304-321
    • Polich, J.1
  • 36
    • 0001957069 scopus 로고
    • Fundamentals of dipole source analysis
    • F. Grandori and G.L. Romani (Eds.), New York: Karger
    • Scherg, M. Fundamentals of dipole source analysis. In: F. Grandori and G.L. Romani (Eds.), Auditory evoked magnetic fields and potentials, New York: Karger, 1990, 6: 1-30.
    • (1990) Auditory Evoked Magnetic Fields and Potentials , vol.6 , pp. 1-30
    • Scherg, M.1
  • 37
    • 0014195097 scopus 로고
    • The (+/-) reference: Accuracy of estimated mean components in average response studies
    • Schimmel, H. The (+/-) reference: Accuracy of estimated mean components in average response studies. Science, 1967, 157: 92-94.
    • (1967) Science , vol.157 , pp. 92-94
    • Schimmel, H.1
  • 38
    • 0020380015 scopus 로고
    • Spatial principal components of multichannel maps evoked by lateral visual half-field stimuli
    • Skrandies, W. and Lehmann, D. Spatial principal components of multichannel maps evoked by lateral visual half-field stimuli. Electroencephalography and Clinical Neurophysiology, 1982, 54: 662-667.
    • (1982) Electroencephalography and Clinical Neurophysiology , vol.54 , pp. 662-667
    • Skrandies, W.1    Lehmann, D.2
  • 40
    • 0002200027 scopus 로고
    • Implications of factor analysis of three-way matrices for measurement of change
    • C.W. Harris (Ed.), Madison: University of Wisconsin Press
    • Tucker, L.R. Implications of factor analysis of three-way matrices for measurement of change. In: C.W. Harris (Ed.), Problems in measuring change, Madison: University of Wisconsin Press, 1963: 122-137.
    • (1963) Problems in Measuring Change , pp. 122-137
    • Tucker, L.R.1
  • 42
    • 0021254820 scopus 로고
    • Principal component analysis of event-related potentials: Simulation studies demonstrate misallocation of variance across components
    • Wood, C.C. and McCarthy, G. Principal component analysis of event-related potentials: Simulation studies demonstrate misallocation of variance across components. Electroencephalography and Clinical Neurophysiology, 1984, 59: 249-260.
    • (1984) Electroencephalography and Clinical Neurophysiology , vol.59 , pp. 249-260
    • Wood, C.C.1    McCarthy, G.2
  • 43
    • 0001447619 scopus 로고    scopus 로고
    • Effects of under- and overextraction on principal axis factor analysis with varimax rotation
    • Wood, J.M., Tataryn, D.J. and Gorsuch, R.L. Effects of under- and overextraction on principal axis factor analysis with varimax rotation. Psychological Methods, 1996, 1(4): 354-365.
    • (1996) Psychological Methods , vol.1 , Issue.4 , pp. 354-365
    • Wood, J.M.1    Tataryn, D.J.2    Gorsuch, R.L.3
  • 44
    • 0027163994 scopus 로고
    • Insidious errors in dipole localization parameters at a single time-point due to model misspecification of number of shells
    • Zhang, Z. and Jewett, D.L. Insidious errors in dipole localization parameters at a single time-point due to model misspecification of number of shells. Electroencephalography and Clinical Neurophysiology, 1993, 88: 1-11.
    • (1993) Electroencephalography and Clinical Neurophysiology , vol.88 , pp. 1-11
    • Zhang, Z.1    Jewett, D.L.2
  • 45
    • 58149371334 scopus 로고
    • Comparison of five rules for determining the number of components to retain
    • Zwick, W.R. and Velicer, W.F. Comparison of five rules for determining the number of components to retain. Psychological Bulletin, 1986, 99: 432-442.
    • (1986) Psychological Bulletin , vol.99 , pp. 432-442
    • Zwick, W.R.1    Velicer, W.F.2


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