A weighted version of Kendall's tau, called r_n, is proposed and shown to have lower sampling variance than standard rank correlations in several non-linear dependence models.
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On Rank Correlation Coefficients
A weighted version of Kendall's tau, called r_n, is proposed and shown to have lower sampling variance than standard rank correlations in several non-linear dependence models.