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We selected the final model using Akaike's Information Criterion AICC), which indicates how well a model fits the data, considering the number of variables included.
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We also normalized the data considering the same number of sequences to all samples (Table S1), and, despite the higher diversity of oiled samples were not so evident, the differences and similarities between samples were not significantly affected.
Such a simple probe selection strategy, however, might be insufficient for the analysis of exon array data, considering the huge increase in the number of probes, as well as the complexity of these probes' target regions (high-confidence exons, exons only supported by ESTs, computationally predicted exons, etc).
However, since the hypothetical toxicology background may be off by at least 2-fold (A.P. Davis, unpublished data), we can alternatively measure improvement in data currency by considering the number of new articles added to that year's number of publications currently in CTD.
LC-MS/MS data were evaluated considering the number of identified proteins as well as the number of protein groups and distinct peptides.
We refined our yield data by independently considering the number of panicles per plant, number of grains per panicle and grain weight.
To understand how commanding a lead this gives the company in the race for real-world autonomous-driving data, consider the comparably small number of lidar-based autonomous vehicles — all of them test cars — that some of its competitors have on the road.
Szpiro et al. suggest that the problems of interpolation near the boundary could be solved by "overlapping," but this is only one of the issues encountered using regional-kriging: One would still need to decide how to consistently define the regions, considering the number of available data points that change substantially from day to day, to achieve a meaningful reduction in RMS error.
Considering the number of sequences (n.
When similarity data is considered the number of ESTs that can be mapped to target proteins more than doubles to 23,358 (45.98%).
The data -- which considered the number of employers hiring and satisfaction with compensation, benefits and senior management -- was then aggregated and organized by city.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com