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For example, initially calculated 881 PubChem fingerprints calculating using PaDEL software were reduced to 597 after removing useless fingerprints, then to 247 by removing highly correlated descriptors at correlation cutoff 0.6.
In this revision, we have reanalyzed the data in the way suggested; we show that year-to-year antigenic drift and incidence are correlated within each clade individually, arriving at correlation coefficients of 0.51, 0.29, 0.44 and 0.14 for A/H3N2, A/H1N1, B/Vic and B/Yam respectively.
Here, I regret to say, we arrive at correlation and causation (you can have one without the other).
The order of fingerprints in the legend matches the counts at correlation 1.0.
At correlation level i = (p + 5)/4, the off-peak array values all become −1.
Although gender and first-generation status regression analysis did not show statistically significant results, crosstabulations looking at correlation among variables yield interesting results.
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Figure 10 HT-AT, Correlation functions.
Three models had a strong AT-correlation, but normalizing for nucleotide content did not improve the models.
Because the study looked at correlations, it could not establish cause and effect.
Academics have looked at correlations between the prevalence of coffee shops against deprivation and crime, noting that more coffee shops coincided with less crime – highly suggestive of gentrification.
He hit on "personalisation", which paradoxically meant looking not at an individual's purchasing history, but only at correlations among products.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com