The <i>W</i> -footrule coefficient: a copula-based measure of countermonotonicity

We introduce the W-footrule coefficient ΦC, a copula-based coefficient of negative association defined as the L1-distance to the countermonotonic copula W. We prove that Gini's gamma admits the decomposition γC=23(φC+ΦC), linking it to Spearman's footrule φC. A rank-based estimator is introduced, with its strong consistency and asymptotic normality established via the functional delta method. Monte Carlo simulations confirm the estimator's finite-sample validity and its sensitivity to negative dependence structures.

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Publication Details

Journal
Journal of nonparametric statistics
Published
2026-08-03
DOI
https://doi.org/10.1080/10485252.2026.2711608
Primary Topic
Financial Risk and Volatility Modeling
Type
article
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article

The W -footrule coefficient: a copula-based measure of countermonotonicity

Manuel Úbeda-Flores, Enrique de Amo Artero, David García-Fernández
Journal of nonparametric statistics
Financial Risk and Volatility Modeling
article

The W -footrule coefficient: a copula-based measure of countermonotonicity

Manuel Úbeda-Flores, Enrique de Amo Artero, David García-Fernández
article en

Abstract

We introduce the W-footrule coefficient ΦC, a copula-based coefficient of negative association defined as the L1-distance to the countermonotonic copula W. We prove that Gini's gamma admits the decomposition γC=23(φC+ΦC), linking it to Spearman's footrule φC. A rank-based estimator is introduced, with its strong consistency and asymptotic normality established via the functional delta method. Monte Carlo simulations confirm the estimator's finite-sample validity and its sensitivity to negative dependence structures.

Journal of nonparametric statistics
University of Almería (ES)
Openalex Percentile: Top 6%
Financial Risk and Volatility Modeling
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