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In addition, we also studied the credibility of the content captured from both datasets in the proposed temporal prediction models.
We consider each dataset separately, as would be the typical approach for examining test retest reliability, and then discuss the conclusions reached using both datasets in the general discussion.
Figure 1 presents the average marked traffic results over all videos of both datasets, in the case that the users are conforming, i.e., that they adhere to their declared mean and peak traffic parameters.
In addition, the qualitative data will be compared with the quantitative data in order to triangulate and interpret both datasets in the context of the whole study [ 48].
First, from all the peaks called above, we selected the peaks that were reproducible in both datasets in the same condition.
Harrell's c-index, Gönen and Heller's K statistic and Royston & Sauerbrei's R D 2 are given for both datasets in the first three rows of Table 4.
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As demonstrated by its applications to two cancers in this study, the cellular-localized modules reveal some new biological processes relevant to the diseases in both datasets, in addition to the BPs identified in the 1-dimensional modules.
In terms of the delta, we obtained the same values for both datasets in all algorithm tests, with the exception of A l g Sign.
Established kinetic (hard) and partial least squares (soft) modelling chemometrics methods were applied to both datasets in order to compare the information acquired with each probe.
We identified over-representation of the following BS signatures in both datasets: ATF/CREB in the promoters of genes assigned to the 'EE' set; NF-κB in the 'ED' set; and ISRE in the 'DD' set (Table 3).
The last three columns show the comparison between the two datasets: when the gene fold change in both datasets goes in the same direction, it is indicated with a "+", if this change in the RNAseq is significant, it is indicated with a "+", and if both direction and significance are similar for both datasets, the validation is confirmed and indicated with a "+".
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com