Before revision:  Since Mantegnaseminal paper the linear Pearson's correlation coefficient between pairs of stocks is used to determine network edges.
After revision:  Since Mantegnaseminal paper the linear Pearson's correlation coefficient between pairs of stocks has been the usual way to determine network edges.