[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 …

Multivariate C opula A nalysis T oolbox (MvCAT): describing dependence and underlying uncertainty using a B ayesian framework

M Sadegh, E Ragno… - Water Resources …, 2017 - Wiley Online Library
We present a newly developed Multivariate Copula Analysis Toolbox (MvCAT) which
includes a wide range of copula families with different levels of complexity. MvCAT employs …

Modeling dependence in high dimensions with factor copulas

DH Oh, AJ Patton - Journal of Business & Economic Statistics, 2017 - Taylor & Francis
This article presents flexible new models for the dependence structure, or copula, of
economic variables based on a latent factor structure. The proposed models are particularly …

Modeling longitudinal data using a pair-copula decomposition of serial dependence

M Smith, A Min, C Almeida, C Czado - Journal of the American …, 2010 - Taylor & Francis
Copulas have proven to be very successful tools for the flexible modeling of cross-sectional
dependence. In this paper we express the dependence structure of continuous-valued time …

Conditional euro area sovereign default risk

A Lucas, B Schwaab, X Zhang - Journal of Business & Economic …, 2014 - Taylor & Francis
We propose an empirical framework to assess the likelihood of joint and conditional
sovereign default from observed CDS prices. Our model is based on a dynamic skewed-t …

On the structure and estimation of hierarchical Archimedean copulas

O Okhrin, Y Okhrin, W Schmid - Journal of Econometrics, 2013 - Elsevier
In this paper we provide a method for estimating multivariate distributions defined through
hierarchical Archimedean copulas. In general, the true structure of the hierarchy is unknown …

Copula‐based models of systemic risk in US agriculture: Implications for crop insurance and reinsurance contracts

BK Goodwin, A Hungerford - American Journal of Agricultural …, 2015 - Wiley Online Library
The federal crop insurance program has been a major fixture of US agricultural policy since
the 1930s, and continues to grow in size and importance. Indeed, it now represents the most …

High dimensional dynamic stochastic copula models

DD Creal, RS Tsay - Journal of Econometrics, 2015 - Elsevier
We build a class of copula models that captures time-varying dependence across large
panels of financial assets. Our models nest Gaussian, Student's t, grouped Student's t, and …

Review of dependence modeling in hydrology and water resources

Z Hao, VP Singh - Progress in Physical Geography, 2016 - journals.sagepub.com
Various methods have been developed over the past five decades for dependence
modeling of multivariate variables in hydrology and water resources, but there has been no …