[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 …

Structure dependence between oil and agricultural commodities returns: The role of geopolitical risks

AK Tiwari, MK Boachie, MT Suleman, R Gupta - Energy, 2021 - Elsevier
The link between energy and agricultural markets have been studied extensively in the last
two decades. Nonetheless, the literature fails to consider the effects of geopolitical risks …

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 …

Copula-based local dependence among energy, agriculture and metal commodities markets

CT Albulescu, AK Tiwari, Q Ji - Energy, 2020 - Elsevier
This paper studies the extreme dependencies among energy, agriculture and metal
commodities markets, with an emphasis on local co-movements. By applying a novel …

Energy prices and agricultural commodity prices: Testing correlation using copulas method

KH Koirala, AK Mishra, JM D'Antoni, JE Mehlhorn - Energy, 2015 - Elsevier
The linear relationships between energy prices and prices for agricultural commodities such
as corn and soybeans may have been affected, over the last several years, by policy …

Characteristics of spillovers between the US stock market and precious metals and oil

GS Uddin, JA Hernandez, SJH Shahzad, SH Kang - Resources Policy, 2020 - Elsevier
This study examines the characteristics of the risk spillover under extreme market scenarios
between the US stock market and precious metals (gold, silver, platinum) and oil using a …

Empirical evidence of extreme dependence and contagion risk between main cryptocurrencies

AK Tiwari, AO Adewuyi, CT Albulescu… - The North American …, 2020 - Elsevier
This study examines the dependence and contagion risk between Bitcoin (BTC), Litecoin
(LTC) and Ripple (XRP) using non-parametric mixture copulas (developed by Zimmer …

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 …

Modelling dependence between tourism demand and exchange rate using the copula-based GARCH model

J Tang, S Sriboonchitta, V Ramos… - Current Issues in …, 2016 - Taylor & Francis
This paper investigates dependence between tourism demand and exchange rate, using the
case of China, and from a new perspective by using copula–GARCH models. The empirical …