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Brazil's lower correlation for grouped censuses data results from opposite correlation signs across census dates from negative significant values in 1960, no significant trends in 1975 and 1980, and increasing positive correlation values in 1995 and 2006.
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Different stressors were then selected as split variables for different months, and, in most cases, splits by the same stressor variable yielded the same correlation sign between the variable and the Chl-a concentration.
XPN also reduces some highly correlated gene values, but, in many cases, correlations between genes known to interact are amplified, even for those gene pairs for which other methods failed to obtain the correct correlation sign.
We plotted the size of the leading-edge subset and the maximum correlation value as function of the correlation sign.
This shifting trend can explain the change in correlation sign between PNP and the municipality fraction of pasturelands.
The static network confirms expected physiological relationships while the network of associations with changed correlation sign suggests putative changes due to the drugs.
We investigated whether the correlation sign of the miRNA expression with that of its targets is associated to a different proportion of correlated targets or a different correlation strength.
To visualize drug-associated changes we split the networks into three components: an unchanging network, a network of connections with changing correlation sign, and a network of connections only present in one group.
Both of them accommodate miRNA-mediated communication between the mRNA and the lncRNA, but they discriminate the correlation sign linking the mRNA and the miRNA (negative and positive, respectively).
Our results should be read as adding explanatory power to empirical divorce models, with the correlations signed as theory predicts.
The present pattern of correlations (sign and magnitude of "r" coefficients) is also similar to that previously observed in a different sample of N/Nih-HS rats (n = 787, approximately half of each sex) which was behaviourally phenotyped in 2005-2006 [ 19].
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CEO of Professional Science Editing for Scientists @ prosciediting.com