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Note that to obtain the points in Figure3d for 0 velocity, we averaged multiple runs of the simulation, each of them for a different network topology chosen randomly from steady state topologies.
We averaged multiple trials to lower the noise threshold.
Secondary analysis averaged multiple HbA1c readings recorded for each individual during the trial period.
This approach is significantly different than that used in studies in the Gambia that averaged multiple measures over many months, and then compared the measures with growth over the interval during which measures were obtained.
We averaged multiple trials to ensure that our signal was above a noise threshold, defined to be the mean plus three times the standard deviation of the noise at nearby frequencies to the stimulus frequency.
As the secondary analysis averaged multiple readings recorded for each individual, they ensured that all individuals contributed equal weight to the analysis, regardless of the number of readings made for each one The similarity of the results of the analyses suggests that they were not biased towards patients who attended general practice most often.
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Since the correlation between the averaged multiple-informant aggression score and the multiple-informant component coefficient was extremely high (r =.93), we decided to use the averaged aggression score for further analyses.
All terrain parameters were also calculated by averaging multiple realisations.
RF accomplishes this by averaging multiple decision trees.
The advantage of averaging multiple realisations is that it can be easier automated.
Note that averaging multiple simulations would further smooth out contrast features.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com