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How to quantify direct correlations between variables

stat.ME · 2026-04-20 · conditional · novelty 6.0

Regularized Jensen-Shannon analogues of KL-based direct-correlation measures are constructed, bounded in [0,1], shown to satisfy the metric property, and their closed-form maxima under fixed alphabet sizes are derived.

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  • How to quantify direct correlations between variables stat.ME · 2026-04-20 · conditional · none · ref 19

    Regularized Jensen-Shannon analogues of KL-based direct-correlation measures are constructed, bounded in [0,1], shown to satisfy the metric property, and their closed-form maxima under fixed alphabet sizes are derived.