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This allows Grape to perform all analysis steps in an ordered and easily reproducible manner, and at the same time, to store results and keep track of successfully completed steps This is particularly important when the aim is to analyze many large datasets in a consistent manner.
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The number of subgroups detected in all the real datasets varied in a consistent pattern, with TwoStep detecting the least number of subgroups, Latent Gold detecting more subgroups and SNOB detecting the most.
Both datasets were GRSN normalized resulting in a consistent distribution of the mean expression values ensuring comparability within and across species for each tissue.
Similar to the simulated dataset, BSmooth does not behave in a consistent manner with respect to the MD test statistic and many CpG clusters are missed (Fig. 4c).
We have data available for five consecutive seasons and are therefore able to extend the usual cross-sectional approach and to measure potential correlations and to analyse time trends in a consistent dataset.
The combined dataset presents a consistent picture of the wave field within a hurricane.
When comparing datasets A0, A1, and A2, the results differed in some GO terms but not in a consistent way.
Feed your dog in a consistent fashion.
Use verbs in a consistent manner.
Values for the four datasets in Figure 3 are consistent.
Functionally important miRNAs were determined by searching for enriched or depleted targets in the transcript and protein datasets with an expression consistent with the dogma of miRNA regulation.
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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