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The use of conditional copula for studying the influence of economic sectors.

Authors :
De Luca, Giovanni
Nai Ruscone, Marta
Amati, Viviana
Source :
Expert Systems with Applications. Nov2023, Vol. 231, pN.PAG-N.PAG. 1p.
Publication Year :
2023

Abstract

The complex nature of financial markets is the object of many studies. In general, it is crucial to comprehend how the dependence structure changes based on the values of some covariates because one or more covariates can considerably impact the dependence structure between two variables. Here, we propose a new method to investigate the dependence between assets in financial markets. The approach combines Kendall's τ and tail dependence coefficients to account for non-linear relationships and associations between extreme values of the assets. We illustrate the proposed method by analyzing the dependence structure between 44 stocks in the EUROSTOXX50 index, tracking the performance of the 50 largest and most liquid companies in the Eurozone. • Explore the dependence between two financial assets conditionally on the market. • Considering a sample of 46 assets, identify the relative influence. • Identify the most influential sector for a company based on different perspectives. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09574174
Volume :
231
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
169876154
Full Text :
https://doi.org/10.1016/j.eswa.2023.120582