Evaluating two-step PCA of ERP data with Geomin, Infomax, Oblimin, Promax, and Varimax rotations
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Beauducel, 2003, Misallocation of variance in event-related potentials, Journal of Neuroscience Methods, 124, 103, 10.1016/S0165-0270(02)00381-3
Bell, 1995, An information-maximisation approach to blind separation and blind deconvolution, Neural Computation, 7, 1129, 10.1162/neco.1995.7.6.1129
Bernaards, 2005, Gradient projection algorithms and software for arbitrary rotation criteria in factor analysis, Educational and Psychological Measurement, 65, 676, 10.1177/0013164404272507
Bertrand, 1985, A theoretical justification of the average reference in topographic evoked potential studies, Electroencephalography and Clinical Neurophysiology, 62, 462, 10.1016/0168-5597(85)90058-9
Browne, 2001, An overview of analytic rotation in exploratory factor analysis, Multivariate Behavioral Research, 36, 111, 10.1207/S15327906MBR3601_05
Bugli, 2007, Comparison between principal component analysis and independent component analysis in electroencephalograms modelling, Biometrical Journal, 49, 312, 10.1002/bimj.200510285
Carretie, 2004, Voltage-based versus factor score-based source localization analyses of electrophysiological brain activity, Brain Topography, 17, 109, 10.1007/s10548-004-1008-1
Carroll, 1957, Biquartimin criterion for rotation to oblique simple structure in factor analysis, Science, 126, 1114, 10.1126/science.126.3283.1114
Cattell, 1966, The scree test for the number of factors, Multivariate Behavioral Research, 1, 245, 10.1207/s15327906mbr0102_10
Cattell, 1967, A general plasmode (No. 3010-5-2) for factor analytic exercises and research, Multivariate Behavioral Research Monographs, 67-3, 1
Chapman, 1995, EP component identification and measurement by principal components analysis, Brain and Cognition, 27, 288, 10.1006/brcg.1995.1024
Cureton, 1976, Studies of the promax and optres rotations, Multivariate Behavioral Research, 4, 449
Curran, 2003, Differentiating amodal familiarity from modality-specific memory processes, Psychophysiology, 40, 979, 10.1111/1469-8986.00116
Curran, 2004, ERP old/new effects at different retention intervals in recency discrimination tasks, Brain Research. Cognitive Brain Research, 18, 107, 10.1016/j.cogbrainres.2003.09.006
Debener, 2005, What is novel in the novelty oddball paradigm? Functional significance of the novelty P3 event-related potential as revealed by independent component analysis, Brain Research. Cognitive Brain Research, 22, 309, 10.1016/j.cogbrainres.2004.09.006
Dien, 1998, Addressing misallocation of variance in principal components analysis of event-related potentials, Brain Topography, 11, 43, 10.1023/A:1022218503558
Dien, 1998, Issues in the application of the average reference, Behavior Research Methods, Instruments, and Computers, 30, 34, 10.3758/BF03209414
Dien, 2006, Progressing towards a consensus on PCA of ERPs, Clinical Neurophysiology, 117, 699, 10.1016/j.clinph.2005.09.029
Dien, 2005, Optimizing principal components analysis of event-related potential analysis, Clinical Neurophysiology, 116, 1808, 10.1016/j.clinph.2004.11.025
Dien, 2006, Is âblankâ a suitable neutral prime for event-related potential experiments?, Brain and Language, 97, 91, 10.1016/j.bandl.2005.08.002
Dien, 2005, Event-related potentials: A methods handbook, 189
Dien, 2003, Parametric analysis of event-related potentials in semantic comprehension, Cognitive Brain Research, 15, 137, 10.1016/S0926-6410(02)00147-7
Dien, 2007, Evaluation of PCA and ICA of simulated ERPs, Human Brain Mapping, 28, 742, 10.1002/hbm.20304
Dien, 2008, Evidence for automatic sentence priming in the fusiform semantic area, Brain Research, 1243, 134, 10.1016/j.brainres.2008.09.045
Dien, 2003, Localization of the event-related potential novelty response as defined by principal components analysis, Cognitive Brain Research, 17, 637, 10.1016/S0926-6410(03)00188-5
Dien, 2004, Parsing the âLate Positive Complexâ, Psychophysiology, 41, 665, 10.1111/j.1469-8986.2004.00193.x
Dien, 1997, Localization of auditory evoked potentials related to selective intermodal attention, Journal of Cognitive Neuroscience, 9, 799, 10.1162/jocn.1997.9.6.799
Donchin, 1979, Multidisciplinary perspectives in event-related potential research (EPA 600/9-77-043), 555
Fishman, 2008, The P300 as an electrophysiological probe of alcohol expectancy, Experimental and Clinical Psychopharmacology, 16, 341, 10.1037/a0012873
Foti, 2009, Differentiating neural responses to emotional pictures, Psychophysiology, 46, 521, 10.1111/j.1469-8986.2009.00796.x
Franklin, 2007, Semantic priming modulates the N400, N300, and N400RP, Clinical Neurophysiology, 118, 1053, 10.1016/j.clinph.2007.01.012
Friederici, 2001, Syntactic parsing preferences and their on-line revisions, Cognitive Brain Research, 11, 305, 10.1016/S0926-6410(00)00065-3
Glaser, 1976, Principles of neurobiological signal analysis
Goldstein, 2002, The influence of stimulus deviance and novelty on the P300 and novelty P3, Psychophysiology, 39, 781, 10.1111/1469-8986.3960781
Gorsuch, 1970, A comparison of biquartimin, maxplane, promax, and varimax, Educational and Psychological Measurement, 30, 861, 10.1177/001316447003000407
Gorsuch, 1983, Factor analysis
Hakstian, 1971, A comparative evaluation of several prominent methods of oblique factor transformation, Psychometrika, 36, 175, 10.1007/BF02291397
Hakstian, 1974, A further comparison of oblique factor transformation methods, Psychometrika, 39, 429, 10.1007/BF02291667
Harman, 1976, Modern factor analysis
Hendrickson, 1964, Promax, The British Journal of Statistical Psychology, 17, 65, 10.1111/j.2044-8317.1964.tb00244.x
Hofmann, 1977, Indices descriptive of factor complexity, The Journal of General Psychology, 96, 103, 10.1080/00221309.1977.9920803
Jennrich, 1979, Admissible values of Gamma in direct oblimin rotation, Psychometrika, 44, 173, 10.1007/BF02293969
Jennrich, 2005, Independent component analysis as a rotation method, British Journal of Mathematical and Statistical Psychology, 58, 199, 10.1348/000711005X64105
Johnson, 2001, Recording and analyzing high-density event-related potentials with infants using the geodesic sensor net, Developmental Neuropsychology, 19, 295, 10.1207/S15326942DN1903_4
Kaiser, 1958, The varimax criterion for analytic rotation in factor analysis, Psychometrika, 23, 187, 10.1007/BF02289233
Kaiser, 1959, Computer program for varimax rotation in factor analysis, Educational and Psychological Measurement, 19, 413, 10.1177/001316445901900314
Keselman, 2003, A generally robust approach to hypothesis testing in independent and correlated groups designs, Psychophysiology, 40, 586, 10.1111/1469-8986.00060
Klein, 2005, An independent components analysis (ICA) approach to the study of developmental differences in the saccadic contingent negative variation, Biological Psychology, 70, 105, 10.1016/j.biopsycho.2004.11.016
Krigolson, 2006, Evidence for hierarchical error processing in the human brain, Neuroscience, 137, 13, 10.1016/j.neuroscience.2005.10.064
Krigolson, 2007, Hierarchical error processing, Brain Research, 1155, 70, 10.1016/j.brainres.2007.04.024
Ku, 2007, Prefrontal cortex and somatosensory cortex in tactile crossmodal association, PLoS ONE, 2, e771, 10.1371/journal.pone.0000771
Lefebvre, 2007, Determining eyewitness identification accuracy using event-related brain potentials (ERPs), Psychophysiology, 44, 894, 10.1111/j.1469-8986.2007.00566.x
Lin, 2007, EEG-based assessment of driver cognitive responses in a dynamic virtual-reality driving environment, IEEE Transactions on Bio-medical Engineering, 54, 1349, 10.1109/TBME.2007.891164
Lui, 2008, Detection of deception about multiple, concealed, mock crime items, based on a spatial-temporal analysis of ERP amplitude and scalp distribution, Psychophysiology, 45, 721, 10.1111/j.1469-8986.2008.00683.x
Makeig, 1997, Blind separation of auditory event-related brain responses into independent components, Proceedings of the National Academy of Sciences, USA, 94, 10979, 10.1073/pnas.94.20.10979
Makeig, 2000, Integrated human brain science: Theory, method, application (music), 123
Makeig, 1999, Functionally independent components of the late positive event-related potential during visual spatial attention, Journal of Neuroscience, 19, 2665, 10.1523/JNEUROSCI.19-07-02665.1999
Makeig, S. , Westerfield, M. , Townsend, J. , Covington, J. W. , Courchesne, E. , & Sejnowski, T. J. (1997) Independent component analysis of visual evoked responses during selective visual attention. Paper presented at the Meeting of the Society for Psychophysiological Research, North Falmouth, MA.
Makeig, 1999, Functionally independent components of early event-related potentials in a visual spatial attention task, Philosphical Transactions of the Royal Society: Biological Sciences, 354, 1135, 10.1098/rstb.1999.0469
Marco-Pallares, 2005, Combined ICA-LORETA analysis of mismatch negativity, NeuroImage, 25, 471, 10.1016/j.neuroimage.2004.11.028
Mehta, 2009, Electrophysiological correlates of word comprehension, International Journal of Audiology, 48, 1, 10.1080/14992020802527258
Möcks, 1991, Digital biosignal processing, 399
Näätänen, 1987, The N1 wave of the human electric and magnetic response to sound, Psychophysiology, 24, 375, 10.1111/j.1469-8986.1987.tb00311.x
O'Hare, 2008, The Fear Survey Schedule as a measure of anxious arousal, Neuroscience Letters, 441, 243, 10.1016/j.neulet.2008.06.017
O'Hare, 2008, Activation of the posterior cingulate by semantic priming, Brain Research, 1189, 97, 10.1016/j.brainres.2007.10.095
Olbrich, 2005, Event-related potential correlates selectively reflect cognitive dysfunction in schizophrenics, Journal of Neural Transmission, 112, 283, 10.1007/s00702-004-0185-0
Olbrich, 2002, Assessing cerebral dysfunction with probe-evoked potentials in a CNV taskâA study in alcoholics, Clinical Neurophysiology, 113, 815, 10.1016/S1388-2457(02)00060-3
Pourtois, 2008, Beyond conventional event-related brain potential (ERP), Brain Topography, 20, 265, 10.1007/s10548-008-0053-6
Richards, 2004, Recovering dipole sources from scalp-recorded event-related-potentials using component analysis, International Journal of Psychophysiology, 54, 201, 10.1016/j.ijpsycho.2004.03.009
Rigoulot, 2008, Peripherally presented emotional scenes, Brain Topography, 20, 216, 10.1007/s10548-008-0050-9
Spencer, 1999, A componential analysis of the ERP elicited by novel events using a dense electrode array, Psychophysiology, 36, 409, 10.1017/S0048577299981180
Spencer, 2001, Spatiotemporal analysis of the late ERP responses to deviant stimuli, Psychophysiology, 38, 343, 10.1111/1469-8986.3820343
Tapia, 2008, Incidental encoding of emotional pictures, International Journal of Psychophysiology, 68, 193, 10.1016/j.ijpsycho.2008.01.009
Thurstone, 1935, The vectors of the mind
van Boxtel, 1998, Computational and statistical methods for analyzing event-related potential data, Behavior Research Methods, Instruments, & Computers, 30, 87, 10.3758/BF03209419
Wibral, 2008, Decomposition of working memory-related scalp ERPs, International Journal of Psychophysiology, 67, 200, 10.1016/j.ijpsycho.2007.06.009
Wood, 1984, Principal component analysis of event-related potentials, Electroencephalography and Clinical Neurophysiology, 59, 249, 10.1016/0168-5597(84)90064-9
Yates, 1987, Multivariate exploratory data analysis: A perspective on exploratory factor analysis