Thresholding of statistical maps in functional neuroimaging using the false discovery rate.
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Cites methods from "Thresholding of statistical maps in..."
...Probability values were corrected for multiple comparisons using false-discovery-rate control (64) at q<0....
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Cites background from "Thresholding of statistical maps in..."
...the map of uncorrected p-values (Benjamini and Hochberg, 1995; Genovese et al., 2002) or an FDR-adjusted p-value can be calculated at each point (Yekutieli and Benjamini, 1999)....
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...Either a single FDR threshold can be applied to the map of uncorrected p-values (Benjamini and Hochberg, 1995; Genovese et al., 2002) or an FDR-adjusted p-value can be calculated at each point (Yekutieli and Benjamini, 1999)....
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References
83,420 citations
"Thresholding of statistical maps in..." refers methods in this paper
...The FDR-controlling techniques introduced by Benjamini and Hochberg (1995) are easily implemented, even for very large data sets....
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...In this paper, we describe a recent development in statistics that can be adapted to automatic and implicit threshold selection in neuroimaging: procedures that control the false discovery rate (FDR) (Benjamini and Hochberg, 1995; Benjamini and Liu, 1999; Benjamini and Yekutieli, 2001)....
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9,335 citations
4,763 citations
"Thresholding of statistical maps in..." refers background in this paper
...© 2002 Elsevier Science (USA) Key Words: functional neuroimaging; false discovery rate; multiple testing; Bonferroni correction....
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2,707 citations
"Thresholding of statistical maps in..." refers methods in this paper
...There have been a number of efforts to find an objective and effective method for threshold determination (Genovese et al., 1997; Worsley et al., 1996; Holmes et al., 1996)....
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...More involved methods include random field approaches (such as Worsley et al., 1996) or permutation based methods (such as Holmes et al., 1996)....
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1,748 citations
"Thresholding of statistical maps in..." refers methods in this paper
...Many recent methods for the analysis of fMRI data rely on fitting sophisticated statistical models to the data (see, for example, Friston et al., 1994; Genovese, 2000; Lange and Zeger, 1997)....
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...Many recent methods for the analysis of fMRI data rely on fitting sophisticated statistical models to the data (see, for example, Friston et al., 1994; Genovese, 2000; Lange and Zeger, 1997)....
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