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Cladist software was used to construct correlation matrix based on r-values for each dataset [50].
We used full-order partial correlation coefficients to construct correlation network of metabolites to remove the correlation between metabolites due to direct and indirect dependencies on the up-stream metabolites in the pathway.
This procedure was used to construct correlation matrices for all of the possible comparisons within a session.
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In the next step, RSM has been employed to construct correlations required in optimization.
The resulting adjacency matrices were used to construct correlation-based networks followed by network parameter estimations.
We then applied graph clustering to the constructed correlation networks to extract densely connected metabolites and evaluated the clusters by biochemical-pathway enrichment analysis.
In order to assess for discriminant validity we compared the square root of the AVE with construct correlation coefficients and other measures [67-75 [67-75
The research instrument has a construct correlation co-efficient of 0.762.
The first step in this analysis is therefore to construct a CORRELATION MATRIX showing the correlation coefficients between all of the pair-wise organ masses.
DEGs and TFs with high correlation coefficients (absolute value > 0.8) were connected by a line to construct a correlation network module.
Due to its predictive capabilities, ANN is used as a tool to construct a correlation for production prediction.
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