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That the communities appear to correspond well to periods indicate the existence of correlation between the two partitions.
In some real cases, more complicated models such as multivariate profile, rather than simple linear profile is addressed to model the performance of the process because of the existence of correlation between the response variables.
In practice, the existence of correlation between data points acquired from gene expression technologies should be expected, and there is a need for accurate estimation of transcriptional states of genes under these conditions.
A further caution voiced by statisticians while interpreting the coefficient of correlation is that the existence of correlation between two variables does not necessarily show that one variable is caused by the other (Glass & Stanley 1970, p. 12; Hopkins & Glass 1978, p. 144; Glass & Hopkins 1984, p. 104; Brown & Rodgers, 2002, p. 190).
As previous studies highlight the existence of correlation between bus accident rates and acceleration behavior [2, 3, 5], research is necessary in the tendency of bus drivers to cross in yellow or red light, with one reason possibly being late and attempting to avoid further delays by stopping at the red light.
Owing to the transport regime of the W and C sputtered species across the discharge, the existence of correlation between the target composition, tungsten density in the plasma, multilayer thin film composition, and microstructure determined by XPS, XRD, IR and Raman spectroscopy are studied.
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None of this work denies the possible existence of correlations between some traits and some beliefs, but it does raise the question of what those correlations signify — especially since, setting aside the issue of causality, some early research on politics and personality may have overstated the connections because of a built-in tautology.
The existence of correlations between airway obstructions and frequency of malocclusions was frequently refuted [6, 7].
To assess the existence of correlations between static and dynamic balance abilities in young and professional elite soccer players.
For this fact is sufficiently explained by the existence of correlations between the variations of which sound is intrinsically capable and other non-auditory features of sense-experience".
Despite the increasing number of bug analysis tools, they typically do not provide mechanisms for assessing the existence of correlations between the internal quality of a software system and the occurrence of bugs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com