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To find whether this result is significant or random, we randomized the interactions in terms of GO annotations and compared the results from the real and shuffled data.
A random number identified each LEP session and we randomized the order of the two blocks within each session.
We randomized the interactions and similarity matrices and performed RWR and found the random set prediction rate was way below our original prediction rate as given in Additional file 3: Sheet 1.
Secondly, we randomized the patch arrangement by interchanging patches of the same size at random (Fig. 1C).
To test for significance, we randomized the tips 1000 times and obtained the estimated control value for each random tipset.
To avoid order effects, we randomized the direction (increasing/decreasing) in which the stimulus intensity was changed.
Finally, to reduce the inherent bias in repeated testing of a skill, we randomized the order and subject of presentation of students.
After the initial transcription and preliminary first round of interview coding, we randomized the order of the interviews and conducted a second round of coding to help ensure interviews had sufficient coding coverage.
We randomized the participants to the order of administration of these two methods.
We randomized the strip color between voles fed on E+ and E− grass in every replicate.
Therefore, to arrive at a generally valid background model, we randomized the positions of these hotspots in a manner sensitive to their physical distribution in the genome.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com