Spatiotemporal analysis of experimental differences in event-related potential data with partial least squares

Psychophysiology

Volumn 38, Issue 3, 2001, Pages 517-530

  Lobaugh, Nancy J ^a,b   West, Robert ^a   McIntosh, Anthony R ^a  

^a UNIVERSITY OF TORONTO   (Canada)

^b SUNNYBROOK RESEARCH INSTITUTE   (Canada)

Author keywords

Event related potentials; Partial least squares; Principal components analysis; Singular value decomposition

Indexed keywords

ARTICLE; DIPOLE; ELECTRODE; ELECTROENCEPHALOGRAM; EVENT RELATED POTENTIAL; HUMAN; HUMAN EXPERIMENT; LATENT PERIOD; MATHEMATICAL ANALYSIS; NORMAL HUMAN; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL;

ADULT; ALGORITHMS; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; HUMANS; LEAST-SQUARES ANALYSIS; SCALP; TIME FACTORS;

EID: 0035003914     PISSN: 00485772     EISSN: None     Source Type: Journal    
DOI: 10.1017/S0048577201991681     Document Type: Article

References (32)

1. Toward a dynamic topographic components model
2. Exploiting redundant measurement of dose and developmental outcome: New methods from the behavioral teratology of alcohol
3. An extension of the multivariate component-resolution method to three components
4. Dissociated pattern of activity in visual cortices and their projections during human rapid eye movement sleep
5. Age-related differences in neural activity during memory encoding and retrieval: A positron emission tomography study
6. Addressing misallocation of variance in principal components analysis of event-related potentials
7. Multivariate analysis of event-related potential data: A tutorial review
8. Bootstrap methods for standard errors, confidence intervals and other measures of statistical accuracy
9. Bootstrap assessment of the reliability of maxima in surface maps of brain activity of individual subjects derived with electrophysiological and optical methods
10. A multivariate method for relating groups of measurements connected by a causal pathway
11. Functional connectivity: The principal-component analysis of large (PET) data sets
12. Age-related changes in regional cerebral blood flow during working memory for faces
13. Multivariate determination of glucose in whole blood by attenuated total reflection infrared spectroscopy
14. The prediction of bradykinin potentiating potency of pentapeptides. An example of a peptide quantitative structure-activity relationship
15. Event-related potentials reveal visual search processing differences in Attention Deficit Hyperactivity Disorder
16. Spatiotemporal analysis of task-related components in event-related potentials: Simulation results and application to a visual selective attention task
17. Blind separation of auditory event-related brain responses into independent components
18. Functionally independent components of the late positive event-related potential during visual spatial attention
19. Partial least squares regression on design variables as an alternative to analysis of variance
20. Convergence of neural systems processing stimulus associations and coordinating motor responses
21. Spatial pattern analysis of functional brain images using Partial Least Squares
22. Interactions of prefrontal cortex in relation to awareness in sensory learning
23. Scaled subprofile model: A statistical approach to the analysis of functional patterns in positron emission tomographic data
24. Identification of neural circuits underlying P300 abnormalities in schizophrenia
25. Guidelines for using human event-related potentials to study cognition: Recording standards and publication criteria
26. Neurobehavioral effects of prenatal alcohol: Part II. Partial least squares analysis
27. A componential analysis of the ERP elicited by novel events using a dense electrode array
28. Curve resolution using a postulated chemical reaction
29. Common factor analysis versus principal components analysis: Differential bias in representing model parameters?
30. Path models with latent variables: The NIPALS approach