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Biclustering was performed using R implementing the iterative procedure depicted in Fig. 4. In the first step, the data compendium is explored to select arrays for which the seed genes show a high degree of mean pairwise correlation between each other.
So, in the simulation of conventional MU-MIMO in the article, BS will select users which have the minimal spatial channel correlation between each other.
The data generation process is (1) creating five normalized random variables of X with zero mean and one standard deviation, and 20%% correlation between each other, (2) generating Y to be 10 times of the mean value of Xs plus a constant 20, with 10%% perturbation following Gaussian distribution, and (3) adding noise on Xs.
Variables were adopted for their prognostic significance by univariate analysis and no significant correlation between each other.
Recent research has demonstrated that scores comprising biomarkers that show low to moderate correlation between each other and represent different biological pathways could improve discrimination and calibration [ 4, 14, 25].
We observed increased levels of both Dlk1 and Rac1 mRNA in p62 transgenic livers and a strong correlation between each other (Pearson R=0.56, P=0.015; Figure 6b d).
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Changes in these parameters showed apparent correlations between each other.
Moreover, correlations between each of the five proxies for information asymmetry and the index are generally higher than the correlations between each other, suggesting that the index is a parsimonious measure of information asymmetry.
The four individual cellulolytic activities exhibited positive correlations between each other.
We found that most constituents of CRC inflammatory infiltrate show notable positive correlations between each other and the K M score.
Linear correlation analysis to explore relationship between Δ[wk 48-bl] of the study markers showed that OC increased with increasing CTx (correlation coefficient: 0.26; p = 0.026), while no other significant correlations between each other were found.
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