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Diffstat (limited to 'doc/latex/latex/structure/correlations/compute_pearson.tex')
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diff --git a/doc/latex/latex/structure/correlations/compute_pearson.tex b/doc/latex/latex/structure/correlations/compute_pearson.tex new file mode 100644 index 0000000..8202753 --- /dev/null +++ b/doc/latex/latex/structure/correlations/compute_pearson.tex @@ -0,0 +1,28 @@ +\myprogram{{compute\_pearson.py}} + {compute the Pearson's linear correlation coefficient + between two node properties.} + {$<$file1$>$ $<$file2$>$} + +\mydescription{Compute the Pearson's linear correlation coefficient + between two sets of (either integer- or real-valued) node + properties provided in the input files \textit{file1} + and \textit{file2}. Each input file contains a list of + lines, where the n-th line contains the value of a node + property for the n-th node. For instance, \textit{file1} + and \textit{file2} might contain the degrees of nodes at two + distinct layers of a multiplex. However, the program is + pretty general and can be used to compute the Pearson's + correlation coeffcient between any pairs of node properties. + } + +\myreturn{The program prints on \texttt{stdout} the value of the + Pearson's linear correlation coefficient between the two + sets of node properties. +} + +\myreference{\refcorrelations + + \refgrowth + + \refnonlinear +} |