A review of two decades of correlations, hierarchies, networks and clustering in financial markets

G Marti, F Nielsen, M Bińkowski, P Donnat - Progress in information …, 2021 - Springer
We review the state of the art of clustering financial time series and the study of their
correlations alongside other interaction networks. The aim of the review is to gather in one …

[图书][B] Principles of copula theory

F Durante, C Sempi - 2016 - api.taylorfrancis.com
The official history of copulas begins in 1959 with Sklar [1959]; but, as is often the case in
Mathematics, for groundbreaking results there are forerunners and precedents. These latter …

A multivariate copula‐based framework for dealing with hazard scenarios and failure probabilities

G Salvadori, F Durante, C De Michele… - Water Resources …, 2016 - Wiley Online Library
This paper is of methodological nature, and deals with the foundations of Risk Assessment.
Several international guidelines have recently recommended to select appropriate/relevant …

Skewed non-Gaussian GARCH models for cryptocurrencies volatility modelling

R Cerqueti, M Giacalone, R Mattera - Information Sciences, 2020 - Elsevier
Recently, cryptocurrencies have attracted a growing interest from investors, practitioners and
researchers. Nevertheless, few studies have focused on the predictability of them. In this …

Asymmetric copula–based distribution models for met-ocean data in offshore wind engineering applications

T Fazeres-Ferradosa, F Taveira-Pinto… - Wind …, 2018 - journals.sagepub.com
Joint statistical models for long-term wave climate are a key aspect of offshore wind
engineering design. However, to find a joint model for sea-state characteristics is often …

Hierarchical time series clustering on tail dependence with linkage based on a multivariate copula approach

G De Luca, P Zuccolotto - International Journal of Approximate Reasoning, 2021 - Elsevier
Time series clustering with a dissimilarity matrix based on tail dependence coefficients
estimated by copula functions has been proposed in 2011 by De Luca and Zuccolotto, who …

A multivariate dependence analysis for electricity prices, demand and renewable energy sources

F Durante, A Gianfreda, F Ravazzolo, L Rossini - Information Sciences, 2022 - Elsevier
This paper examines the dependence between electricity prices, demand, and renewable
energy sources by means of a multivariate copula model while studying Germany, the …

[HTML][HTML] Copula-based representations for the reliability of the residual lifetimes of coherent systems with dependent components

J Navarro, F Durante - Journal of Multivariate Analysis, 2017 - Elsevier
In the context of coherent systems, we obtain representations for the reliability function of the
residual lifetime at time t under different assumptions. Specifically, four cases are considered …

[HTML][HTML] Can gold-backed cryptocurrencies have dynamic hedging and safe-haven abilities against DeFi and NFT assets?

R Belguith, YS Manzli, A Bejaoui, A Jeribi - Digital Business, 2024 - Elsevier
Given that the interconnections of NFT and DeFi digital assets with other stablecoins still not
sufficiently studied, this paper is two-fold. We first examine the dynamic conditional …

On the structure dynamic response induced by the dam-break surge impact using multivariate copulas

J Shen, H Liu - Ocean Engineering, 2024 - Elsevier
In this study, the dam-break induced surge impact pressure data on a vertical wall are used
to investigate the corresponding structure dynamic response. Both the hydrodynamic and …