Results 111 to 120 of about 18,813 (205)

Performance Analysis of RIS-Assisted Communication With Direct Link: A New Copula Application

IEEE Open Journal of the Communications Society
Reconfigurable intelligent surface (RIS) has received remarkable attention as a promising solution to enhance the capacity and coverage of wireless cellular networks. In this paper, we evaluate the performance of RIS-assisted communication systems in the
Damoon Shahbaztabar, Imene Trigui, Wei-Ping Zhu, Wessam Ajib   +3 more
doaj   +1 more source

Penalized estimation of hierarchical Archimedean copula

Journal of Multivariate Analysis
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ostap Okhrin, Alexander Ristig
openaire   +3 more sources

MODELLING RANDOM COUPLES USING COPULAS MODELADO DE PAREJAS ALEATORIAS USANDO CÓPULAS

Revista Colombiana de Estadística, 2009
Copulas have become a useful tool for the multivariate modelling in both stochastics and statistics. In this article, fundamental properties that allow the characterization of the dependence structure of families of the bivariate distributions defined by
Escarela Gabriel, Hernández Angélica
doaj  

Interval-conditioned quantiles of bivariate copulas

Dependence Modeling
We study conditional distributions and their quantiles when a continuous covariate is conditioned on an interval event, without discretizing the covariate itself, focusing on bivariate copulas.
Molendijk Thomas, Şahin Özge
doaj   +1 more source

Inference for overparametrized hierarchical Archimedean copulas

Journal of Multivariate Analysis
Hierarchical Archimedean copulas (HACs) are multivariate uniform distributions constructed by nesting Archimedean copulas into one another, and provide a flexible approach to modeling non-exchangeable data. However, this flexibility in the model structure may lead to over-fitting when the model estimation procedure is not performed properly.
Samuel Perreault, Yanbo Tang, Ruyi Pan, Nancy Reid   +3 more
openaire   +3 more sources

Modelado de parejas aleatorias usando cópulas Modelling Random Couples Using Copulas

Revista Colombiana de Estadística, 2009
Las cópulas se han convertido en una herramienta útil para el modelado multivariado tanto estocástico como estadístico. En este artículo se revisan propiedades fundamentales de las cópulas que permitan caracterizar la estructura de dependencia de ...
GABRIEL ESCARELA, ANGÉLICA HERNÁNDEZ
doaj  

Dependence properties of bivariate copula families

Dependence Modeling
Motivated by recently investigated results on dependence measures and robust risk models, this article provides an overview of dependence properties of many well known bivariate copula families, where the focus is on the Schur order for conditional ...
Ansari Jonathan, Rockel Marcus
doaj   +1 more source

Copulas for statistical signal processing (Part I) : extensions and generalization [PDF]

, 2014
Existing works on multivariate distributions mainly focus on limited distribution functions and require that the associated marginal distributions belong to the same family. Although this simplifies problems, it may fail to deal with practical cases when
Wang, Zheng, Zeng, Xuexing, Ren, Jinchang, Marshall, Stephen, Durrani, Tariq   +4 more
core  

Hierarchical Archimedean Copulae

, 2012
This paper aims at explanation of the R-package HAC, which provides user friendly methods for dealing with high-dimensional hierarchical Archimedean copulae (HAC). A computationally eficient estimation procedure allows to recover the structure and the parameters of HACs from data.
Okhrin, Ostap, Ristig, Alexander
openaire   +1 more source

Modeling defaults with nested Archimedean copulas

, 2010
In 2001, Schönbucher and Schubert extended Li's well-known Gaussian copula model for modeling dependent defaults to allow for tail dependence. Instead of the Gaussian copula, Schönbucher and Schubert suggested to use Archimedean copulas.
Marius Hofert, Hofert, Marius
core   +1 more source