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There was a significant correlation (correlation coefficient value reached 0.41, P < 0.01) between the expression levels of ZmNAC1 and the lateral root number phenotype of the RILs, illustrating that ZmNAC1 is important for maize lateral root development.
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The correlation was considered important when the correlation coefficient value was higher than 0.70.
Although this study finds that social network measures have statistically significant correlations with hospitalisation cost and readmission rate the corresponding correlation coefficient values do not show perfect correlations (i.e. a correlation coefficient value of 1) among them.
It may be more meaningful to consider the correlation coefficient value, e.g. a correlation value of 0.76 indicates a strong (but not perfect) linear relationship.
The similarity between genetic distance matrices of a pair of interacting proteins (or non-interacting proteins) is calculated using Pearson's R. To assess the significance of the correlation coefficient, the observed correlation coefficient value was evaluated against values from a random distribution.
Results are displayed in a correlation map, i.e. a table where each cell corresponds to a pairwise correlation and is coloured according to the correlation coefficient value, from dark blue (coefficient = −1) to dark red (coefficient = 1).
For example, in LG5, the region between 39.9-87.8 cM has negative Spearman's correlation coefficient (−0.97) compared to the positive correlation coefficient value (0.83) of the entire LG5 indicating a possible inversion during assembly of the genome sequence.
The correlation coefficient values are shown in Table 3.
Pearson correlation coefficient values were calculated for each 1,000 structures.
Pearson's correlation coefficient values range from −1 to +1, where −1 is total negative correlation, 0 is no correlation, and +1 is total positive correlation.
We get a correlation coefficient of 0.86: still falling in the range of very strong positive correlation, though the absolute value of the correlation coefficient is lower than the correlation coefficient values obtained with the Pearson's and Spearman's measures.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com