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While model overfitting cannot be completely ruled out here, it is likely that such a strict bifurcation of samples in heat maps via two-way clustering of both gene classifiers and samples is simply a more stringent criterion than FDR 0.25, a commonly accepted threshold for GSEA.

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The resultant data structure for a single sample is simply a series of genomic regions designated as either gained or lost.

To perform an analysis, diluted saliva, urine or blood samples are simply placed in a disposable thin-film sample holder using a dropper.

And then the sample sequence is simply a sequence which alternates, in this particular case, those sequence values was zero.

So the consequence of that, then, what it all boils down to and says, is that the relationship between the Fourier transform of the decimated sequence and the Fourier transform of the sampled sequence is simply a frequency scaling corresponding to dividing the frequency axis by capital N.

Weaknesses of the study include the fact that this was a single institutional study and samples were simply selected based on the availability of three serum samples.

The sequential nature of SMC methods can be exploited to design a fully sequential version of the EM, where the samples are simply updated from one iteration to the next rather than resampled from scratch.

The moment of the stimulus presentation is marked as 1, while other samples are simply 0 s.

By using the pigment production which responded to exogenous BHL as biosensor output, BHL quantification in samples was simply done spectrophotometrically.

The existing spectral estimation algorithms designed for uniformly sampled complete-data sequences perform poorly when applied to data sequences with missing samples if the missing samples are simply set to zero.

While for "bump-like" nanostructures the average residual reflection could be minimized with increasing thickness of the protective layers, the reflectance curves of "sponge-like" samples were simply shifted to longer wavelengths.

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