Multiple Testing Inference
This page lists research, authored by NISOx and NISOx collaborators, concerned with Multiple Testing Inference.
Publications
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Multiple testing corrections, nonparametric methods, and random field theory
Thomas E. Nichols.
NeuroImage 62(2): 811 - 815.
doi: https://doi.org/10.1016/j.neuroimage.2012.04.014.
20 YEARS OF fMRI.
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Increasing power for voxel-wise genome-wide association studies: The random field theory, least square kernel machines and fast permutation procedures
Tian Ge, Jianfeng Feng, Derrek P. Hibar, Paul M. Thompson, and Thomas E. Nichols.
NeuroImage 63(2): 858 - 873.
doi: https://doi.org/10.1016/j.neuroimage.2012.07.012.
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Adjusting the effect of nonstationarity in cluster-based and TFCE inference
Gholamreza Salimi-Khorshidi, Stephen M. Smith, and Thomas E. Nichols.
NeuroImage 54(3): 2006 - 2019.
doi: https://doi.org/10.1016/j.neuroimage.2010.09.088.
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False positives in neuroimaging genetics using voxel-based morphometry data
Matt Silver, Giovanni Montana, and Thomas E. Nichols.
NeuroImage 54(2): 992 - 1000.
doi: https://doi.org/10.1016/j.neuroimage.2010.08.049.
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Handbook of Functional MRI Data Analysis
Russell A. Poldrack, Jeanette Mumford, and Thomas Nichols.
Handbook of Functional MRI Data Analysis.
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Everything You Never Wanted to Know about Circular Analysis, but Were Afraid to Ask
Nikolaus Kriegeskorte, Martin A Lindquist, Thomas E Nichols, Russell A Poldrack, and Edward Vul.
Journal of Cerebral Blood Flow & Metabolism 30(9): 1551-1557.
doi: 10.1038/jcbfm.2010.86.
PMID: 20571517.
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Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference
Stephen M. Smith and Thomas E. Nichols.
NeuroImage 44(1): 83 - 98.
doi: https://doi.org/10.1016/j.neuroimage.2008.03.061.
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Commentary on Vul et al.'s (2009) ”Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition”
Thomas E. Nichols and Jean-Baptist Poline.
Perspectives on Psychological Science 4(3): 291-293.
doi: 10.1111/j.1745-6924.2009.01126.x.
PMID: 26158965.
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Cluster mass inference via random field theory
Hui Zhang, Thomas E. Nichols, and Timothy D. Johnson.
NeuroImage 44(1): 51 - 61.
doi: https://doi.org/10.1016/j.neuroimage.2008.08.017.
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Valid conjunction inference with the minimum statistic
Thomas Nichols, Matthew Brett, Jesper Andersson, Tor Wager, and Jean-Baptiste Poline.
NeuroImage 25(3): 653 - 660.
doi: https://doi.org/10.1016/j.neuroimage.2004.12.005.
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A comparison of random field theory and permutation methods for the statistical analysis of MEG data
Dimitrios Pantazis, Thomas E. Nichols, Sylvain Baillet, and Richard M. Leahy.
NeuroImage 25(2): 383 - 394.
doi: https://doi.org/10.1016/j.neuroimage.2004.09.040.
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Combining voxel intensity and cluster extent with permutation test framework
Satoru Hayasaka and Thomas E. Nichols.
NeuroImage 23(1): 54 - 63.
doi: https://doi.org/10.1016/j.neuroimage.2004.04.035.
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Nonstationary cluster-size inference with random field and permutation methods
Satoru Hayasaka, K.Luan Phan, Israel Liberzon, Keith J. Worsley, and Thomas E. Nichols.
NeuroImage 22(2): 676 - 687.
doi: https://doi.org/10.1016/j.neuroimage.2004.01.041.
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Controlling the familywise error rate in functional neuroimaging: a comparative review
Thomas Nichols and Satoru Hayasaka.
Statistical Methods in Medical Research 12(5): 419-446.
doi: 10.1191/0962280203sm341ra.
PMID: 14599004.
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Validating cluster size inference: random field and permutation methods
Satoru Hayasaka and Thomas E. Nichols.
NeuroImage 20(4): 2343 - 2356.
doi: https://doi.org/10.1016/j.neuroimage.2003.08.003.
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Thresholding of Statistical Maps in Functional Neuroimaging Using the False Discovery Rate
Christopher R. Genovese, Nicole A. Lazar, and Thomas Nichols.
NeuroImage 15(4): 870 - 878.
doi: https://doi.org/10.1006/nimg.2001.1037.
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Nonparametric permutation tests for functional neuroimaging: A primer with examples
Thomas E. Nichols and Andrew P. Holmes.
Human Brain Mapping 15(1): 1–25.
doi: 10.1002/hbm.1058.
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Statistical limitations in functional neuroimaging II. Signal detection and statistical inference
Karl Magnus Petersson, Thomas E. Nichols, Jean-Baptiste Poline, and Andrew P. Holmes.
Philosophical Transactions of the Royal Society of London B: Biological Sciences 354(1387): 1261–1281.
doi: 10.1098/rstb.1999.0478.
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Holmes and Watson on 'Sherlock'
Andrew P. Holmes, John D.G. Watson, and Thomas E. Nichols.
Journal of Cerebral Blood Flow & Metabolism 18(6): 697-697.
doi: 10.1097/00004647-199806000-00012.
PMID: 9626194.