Also see the R package XICOR (https://cran.r-project.org/web/packages/XICOR/index.html).
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This implements the xi correlation by Sourav Chatterjee.
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h-spiess/Chatterjee.jl
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This implements the xi correlation by Sourav Chatterjee.
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