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Overly noisy electrodes were rejected using the variance criterion implemented in the function reject_varEventsAndChannels.m of the BBCI toolbox [37].
The function named goertzel_classic.m realizes the standard Goertzel algorithm for k ∈ Z; the generalized (and shortened) algorithm for k ∈ ℝ is implemented in the function goertzel_general_shortened.m.m
This procedure is implemented in the function rrd in the package Peak2Trough.
Both tests are implemented in the function phylosig.R from the phytools package (Revell 2012).
The estimation procedure is implemented in the function "locfdr" from the "locfdr" R-package [ 35].
Newton's method is implemented in the function voidsolve_iter_secant struct dse *DSE, int ndse, int maxiter, double eps_E, int output).
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The Myers algorithm is implemented in the Map function as well.
The read alignment is implemented in the map function.
PCA was performed using the procedure implemented in the R function ' prcomp'.
GoShifter was run for 10,000 permutations and enrichment P values were adjusted for multiple testing using the Benjamini and Hochberg procedure implemented in the R function p.adjust with a 5% FDR.
To correct for the multiple hypothesis testings, we used the Benjamini Hochberg procedure implemented in the R function p.adjust, which computes a q-value for each intersection.
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