Avoiding non-independence in fMRI data analysis: Leave one subject out

NeuroImage

Volumn 50, Issue 2, 2010, Pages 572-576

  Esterman, Michael ^a   Tamber Rosenau, Benjamin J ^a   Chiu, Yu Chin ^a   Yantis, Steven ^a  

^a JOHNS HOPKINS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTICAL ERROR; ARTICLE; CONTROLLED STUDY; DATA ANALYSIS; EFFECT SIZE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; INFORMATION PROCESSING; PRIORITY JOURNAL; ALGORITHM; BRAIN MAPPING; COMPUTER ASSISTED DIAGNOSIS; EPIDEMIOLOGY; HUMAN; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; STATISTICS;

ALGORITHMS; BIAS (EPIDEMIOLOGY); BRAIN MAPPING; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; STATISTICS AS TOPIC;

EID: 77952312299     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2009.10.092     Document Type: Note

References (17)

1. Allison, T., Ginter, H., McCarthy, G., Nobre, A.C., Puce, A., Luby, M., Spencer, D.D., 1994. Face recognition in human extrastriate cortex. J. Neurophysiol. 71, 821-825.
2. Boynton, G.M., Engel, S.A., Glover, G.H., Heeger, D.J., 1996. Linear systems analysis of functional magnetic resonance imaging in human V1. J. Neurosci. 16, 4207-4221.
3. Esterman, M., Yantis, S., 2009. Perceptual expectation evokes category-selective cortical activity. Cerebral Cortex.
4. Esterman, M., Chiu, Y.C., Tamber-Rosenau, B.J., Yantis, S., 2009. Decoding cognitive control in human parietal cortex. Proceedings of the National Academy of Sciences 106, 17974-17979.
5. Gauthier, I., Tarr, M.J., Moylan, J., Skudlarski, P., Gore, J.C., Anderson, A.W., 2000. The fusiform "face area" is part of a network that processes faces at the individual level. J. Cogn. Neurosci. 12, 495-504.
6. Haxby, J.V., Ungerleider, L.G., Clark, V.P., Schouten, J.L., Hoffman, E.A., Martin, A., 1999. The effect of face inversion on activity in human neural systems for face and object perception. Neuron 22, 189-199.
7. Kanwisher, N., McDermott, J., Chun, M.M., 1997. The fusiform face area: a module in human extrastriate cortex specialized for face perception. J. Neurosci. 17, 4302-4311.
8. Kriegeskorte, N., Simmons, W.K., Bellgowan, P.S., Baker, C.I., 2009. Circular analysis in systems neuroscience: the dangers of double dipping. Nat. Neurosci. 12, 535-540.
9. Lieberman, M., Berkman, E., Wager, T., 2009. Correlations in social neuroscience aren't voodoo: a reply to Vul et al. Perspect. Psychol. Sci. 4.
10. Lindquist, M.A., Gelman, A., 2009. Correlations and multiple comparisons in functional imaging: a statistical perspective (Commentary on Vul et al., 2009). Perspect. Psychol. Sci. 4.
11. Nichols, T.E., Poline, J.B., 2009. Commentary on Vul et al.'s (2009) "Puzzlingly high correlations in fMRI studies of emotion, personality, and social cognition". Perspect. Psychol. Sci. 4.
12. Puce, A., Allison, T., Gore, J.C., McCarthy, G., 1995. Face-sensitive regions in human extrastriate cortex studied by functional MRI. J. Neurophysiol. 74, 1192-1199.
13. Puce, A., Allison, T., Bentin, S., Gore, J.C., McCarthy, G., 1998. Temporal cortex activation in humans viewing eye and mouth movements. J. Neurosci. 18, 2188-2199.
14. Rossion, B., Caldara, R., Seghier, M., Schuller, A.M., Lazeyras, F., Mayer, E., 2003. A network of occipito-temporal face-sensitive areas besides the right middle fusiform gyrus is necessary for normal face processing. Brain 126, 2381-2395.
15. Sergent, J., Ohta, S., MacDonald, B., 1992. Functional neuroanatomy of face and object processing. A positron emission tomography study. Brain 115 (Pt. 1), 15-36.
16. Vul, E., Harris, C., Winkielman, P., Pashler, H., 2009. Puzzlingly high correlations in fMRI studies of emotion, personality, and social cognition. Perspect. Psychol. Sci. 4.
17. Vul, E., Kanwisher, N., in press. Begging the question: The non-independence error in fMRI data analysis. In: Foundations and Philosophy for Neuroimaging (Hanson S, Bunzl M, eds).