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However, introducing the possibility of correlation radically changes the picture.
Especially, 'Retinol metabolism' and 'Metabolism of xenobiotics by cytochrome P450' had FDR < 0.05 in both Group A and Group B datasets, which showed great possibility of correlation with BD.
A particular value of this patient cohort was the availability of existing data about the microbial profiles in fecal samples [17] and biopsies [2] from the same individuals that enabled the possibility of correlation of metabolites to microbial populations.
There is also a possibility of correlation among the observations within a same region.
Fourth, this study did not assess the possibility of correlation because of multiple dose-placebo comparisons.
The present study examines the possibility of correlation between free serum and urinary total hydroxyproline and whether this correlation can be applied to clinical conditions.
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The rotation method, oblimin (oblique) rotation with Kaiser Normalization, was chosen because the possibility of correlations between the components being extracted existed.
Finally, we discussed the possibilities of correlation network analysis for the prediction of change in fruit quality grown under salt stress.
By evaluating each model separately, they find that the unrestricted ARIMA model has a better performance in terms of the likelihood function; besides, the analysis of data rejects the possibility of zero correlation, whereas an unobserved components model that admits correlation leads to the same results than an equivalent ARIMA model.
The possibility of chance correlation is greater when using high numbers of descriptors or parameters.
Nonetheless, the full model uses 89 variables, and we cannot exclude the possibility of variable correlation and/or overfiting.
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