[HTML][HTML] A review of copula models for economic time series

AJ Patton - Journal of Multivariate Analysis, 2012 - Elsevier
This survey reviews the large and growing literature on copula-based models for economic
and financial time series. Copula-based multivariate models allow the researcher to specify …

Copula methods for forecasting multivariate time series

A Patton - Handbook of economic forecasting, 2013 - Elsevier
Copula-based models provide a great deal of flexibility in modeling multivariate
distributions, allowing the researcher to specify the models for the marginal distributions …

[图书][B] Dependence modeling with copulas

H Joe - 2014 - books.google.com
Dependence Modeling with Copulas covers the substantial advances that have taken place
in the field during the last 15 years, including vine copula modeling of high-dimensional …

[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 …

[图书][B] Elements of copula modeling with R

M Hofert, I Kojadinovic, M Mächler, J Yan - 2018 - Springer
This book introduces the main theoretical findings related to copulas and shows how
statistical modeling of multivariate continuous distributions using copulas can be carried out …

Copula modelling of dependence in multivariate time series

MS Smith - International Journal of Forecasting, 2015 - Elsevier
Almost all existing nonlinear multivariate time series models remain linear, conditional on a
point in time or latent regime. Here, an alternative is proposed, where nonlinear serial and …

Copulas in econometrics

Y Fan, AJ Patton - Annu. Rev. Econ., 2014 - annualreviews.org
Copulas are functions that describe the dependence between two or more random
variables. This article provides a brief review of copula theory and two areas of economics in …

Copulae: An overview and recent developments

J Größer, O Okhrin - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Over the decades that have passed since they were introduced, copulae still remain a very
powerful tool for modeling and estimating multivariate distributions. This work gives an …

[HTML][HTML] Stationary vine copula models for multivariate time series

T Nagler, D Krüger, A Min - Journal of Econometrics, 2022 - Elsevier
Multivariate time series exhibit two types of dependence: across variables and across time
points. Vine copulas are graphical models for the dependence and can conveniently capture …

Copula modelling to analyse financial data

PR Dewick, S Liu - Journal of Risk and Financial Management, 2022 - mdpi.com
Copula modelling is a popular tool in analysing the dependencies between variables.
Copula modelling allows the investigation of tail dependencies, which is of particular interest …