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MR-induced artifacts on EEG data were removed using a novel algorithm.
The tidal responses of the groundwater discharge and pressure data were removed using the tidal analysis program "BAYTAP-G" (Tamura et al. 1991).
Marker inheritances that were incompatible with the pedigree data were removed using PedCheck v1.00 [42].
Sites containing >30% missing data were removed using trimAl, version 1.2 (Capella-Gutierrez et al. 2009).
The adaptor sequences from the raw data were removed using the 'Cutadapt' (version 1.0) program [ 47].
Outliers and extreme data were removed using a trimming procedure similar to previous research (Verbruggen & De Houwer, 2007): RTs faster than 200 ms, or more than three standard deviations above the individual mean, were removed prior to analysis.
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Finally, bad data such as outliers or missing data are removed using outlier detection, filters and smoothing of signal.
In magnetic field data, quiet day Sq variations were removed using cubic spline fits.
Hits to common plasmids and sequencing vectors were removed (using data from NCBI Univec).
On the other hand, the error-detection approach in Merlin [ 27] was used to search for Mendelian inconsistencies within each of the SNP clusters, discarding genotypes that gave contradictory information about gene flow in a pedigree considering all available data simultaneously and these improbable genotypes were removed using the program's wipe function.
The quality reads from the sequencing data were extracted and the adapter sequences were removed using cutadapt [ 87].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com