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But more subtle data mining has helped the Obama campaign learn that their supporters often eat at Red Lobster, shop at Burlington Coat Factory and listen to smooth jazz.
Thus, they are able to describe more subtle data structure.
This would permit this type of check to be used as a more subtle data quality indicator than examining replication of all records.
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As things become more subtle, bigger data helps.
It is important to note that more subtle inconsistencies in data content can be harder to detect and may not trigger these exceptions.
For the remaining DMRs, clustering of the different groups was less apparent despite statistically significant group differences, suggesting more subtle methylation differences (data not shown).
And that has the sensitivity and flexibility to identify and weed out more subtle forms of data-driven discrimination online that communities of color are in the best position to spot.
Second, in this sinusoidal form, the time series data is well suited for linear filtering, which helps in evaluation of more subtle patterns in the data [ 16].
This trend reflects the capturing of more subtle features in the data as k increases.
This suboptimal model had a more subtle deviation from the data, consisting primarily of an exaggerated dependence of leak on coherence.
In such a situation, one might prefer to report the findings using the LLM, with accordingly less emphasis on more subtle features of the data (e.g. indirect associations), and less attempt to draw causal conclusions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com