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Although other functions were also investigated to describe under-recording of events (Fig. 3), they are not suitable for our analysis.
The methodology is implemented in a three-step process: (i) pre-process, where the data about customer purchases is transformed in a format suitable for our analysis; (ii) analysis, where we calculate the Purchase Function and the Product/Customer Sophistication; (iii) validation, where through a null model we evaluate the significance of the descriptors.
However, we found that Vukkadapu et al is more suitable for our analysis than these studies.
We searched the T1DBase [9] which hosts T1D related genetic and expression data and identified the study by Vukkadapu et al. [4] as the only suitable for our analysis.
Focus chip genes are very suitable for our analysis since they are highly annotated, have low redundancy and their putative promoters are assigned (We identified promoters for 8,110 genes out of the 8,500 of the Human genome Focus chip).
In the PB, a clinically high WBC count or a blast percent ≥50% were considered suitable for our analysis.
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The restricted size of our sample prevented us from dividing it into training and validation sets, which would constitute a more suitable design for our analysis.
We repeated 10 topic analyses for each T in this range and measured the final LL/token which suggested 100 topics as a suitable topic number for our analysis (see Figure 3).
To be able to employ the most suitable co-expression distance measure for our analysis, we evaluated the ability of four popular gene co-expression distance measures to detect biologically relevant interactions between pairs of genes.
Thus again, the business processes section seems particularly suitable for our empirical analysis of the structure of action competence.
We selected the dN and dC values (Table 1 and Supplementary Materials S2.3) that we found through experimentation to be the most suitable for our intended analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com