Tail dependence of bivariate skew normal triangular array with varying correlation coefficients

The tail dependence coefficient measures extremal dependence between two random variables. In this note, we investigate the tail dependence of a bivariate skew normal triangular array with equal skewness and varying correlation coefficients [Formula: see text] satisfying the Hüsler-Reiss condition via a redefined sequential tail dependence coefficient. For more detailed insights, the convergence rate to the sequential tail dependence coefficients is also established under a refined Hüsler-Reiss condition. Numerical experiments are conducted to illustrate the theoretical results.

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Publication Details

Journal
Statistical Theory and Related Fields
Published
2025-10-03
DOI
https://doi.org/10.1080/24754269.2025.2555132
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
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article

Tail dependence of bivariate skew normal triangular array with varying correlation coefficients

Shuang Hu, Zuoxiang Peng, Xiong Qian
Statistical Theory and Related Fields
Statistical Distribution Estimation and Applications
article

Tail dependence of bivariate skew normal triangular array with varying correlation coefficients

Shuang Hu, Zuoxiang Peng, Xiong Qian
article en

Abstract

The tail dependence coefficient measures extremal dependence between two random variables. In this note, we investigate the tail dependence of a bivariate skew normal triangular array with equal skewness and varying correlation coefficients [Formula: see text] satisfying the Hüsler-Reiss condition via a redefined sequential tail dependence coefficient. For more detailed insights, the convergence rate to the sequential tail dependence coefficients is also established under a refined Hüsler-Reiss condition. Numerical experiments are conducted to illustrate the theoretical results.

Statistical Theory and Related FieldsVol. 10(1)
Chongqing University of Posts and Telecommunications (CN), Southwest University (CN), Chongqing University of Science and Technology (CN)
Openalex Percentile: Top 74%
Statistical Distribution Estimation and Applications
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