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The intercellular variability of miRNA expression could be directly observed in our data either by a correlation matrix (Supplementary Figure 6) or by quantifying the standard deviation of log2-transformed miRNA expression versus the mean expression across 19 half cells (Fig. 2b).
This important graph is often poorly substituted by a correlation matrix, using the r2 Pearson coefficient; this latter works only on linear data, which is not always the case, especially in the cultural heritage sector.
This important graph is often substituted by a correlation matrix, using the r2 Pearson coefficient; this latter works only on linear data, which is not always the case, especially in the cultural heritage sector (please see the complex column of Hobo10, on the altar, on the next figure).
Note that module preservation can be assessed using the protein co-expression network (as defined by a correlation matrix) without cluster detection.
23 29 Each person's risk factor profile is determined by sampling from cohort specific joint probability distributions of the risk factors; the sampling is guided by a correlation matrix between the risk factors (appendix table 7).
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As cluster analysis can be affected by multicollinearity, a correlation matrix was used to exclude variables that were highly correlated with one another.
Multicollinearity among the variables of interest was assessed and ruled out by evaluating a correlation matrix before the modeling process and then by carefully evaluating the standard errors as new variables were introduced into the model.
To evaluate the association of community ranks by method, a correlation matrix of the ranks according to the five different methods was used (data not shown).
The determination of weighted co-expression starts by calculating a correlation matrix containing all pairwise Pearson correlations between all probe sets across all subjects.
Ranked coexpression matrices were computed for each dataset separately by computing a correlation matrix composed of first-order partial correlations between all pairs of genes adjusted for sex and subsequently assigned a rank to each of them.
Correlations between relative abundance of gene copy and relative expression were obtained by using a correlation matrix from Statistica software (V7.1, Statsoft), and significant correlations were indicated by a p < 0.05.
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