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Although its authors say that the data set is only a small fraction of illicit arms sales in Libya, the report highlights trends in the growing trade.
The data set is only briefly described here.
Even when data is put to work powering ML-based solutions, the size of the data set is only one part of the story.
In SHOCSY, the whole data set is only used in Step 1 of the first iteration.
Supporting this assignment, the electron density resulting from this high-resolution data set is only well fit by the ring-opened product.
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The stands in the data set were only thinned once; hence only one thinning was modelled.
For the upstream regions the p-value of the real data set was only marginally lower compared to the lowest p-value we obtained for the randomized variants (8.9×10−6 compared to 5.1×10−5).
For example, the proportion of R118K mutations in Ottenby was 7.7% of the total number analyzed sequences for N1 subtype, while the corresponding mutation rate for the NCBI data set was only 0.04% of total sequences for the same subtype (Table 2).
Consequently, analyses of concatenated data set were only performed using a mixed-model strategy.
However, this difference was not statistically evaluated as a complete data set was only obtained in one dog.
Finally, our findings in the first multi-omics data set were only validated "in-silico" in the second multi-omics data set.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com