Economic Policy Uncertainty and Energy Prices: Empirical Evidence from Multivariate DCC-GARCH Models
نویسندگان
چکیده
Crude oil and natural gas are crucial to the Russian economy. Therefore, this study examined interconnections between crude price, economic policy uncertainty (EPU) over period 1994–2019 using multivariate DCC-MGARCH models. The findings show that there strong (co-movement) energy prices EPU in Russia, it might be misleading assume independence or neutrality variables. Although Russia is also a player both markets, reveals stronger co-movement of with price than price. largest exporter second-largest producer; plausible correlates more Further, correlation have similar patterns. Each declines almost same and, equally, increases concurrently. In addition, results revealed significant global shocks crises, such as 2008 financial crisis, 2014–2017 9/11 terrorist attack, Russo–Ukrainian conflicts, influence EPU.
منابع مشابه
Do We Really Need Both BEKK and DCC? A Tale of Two Multivariate GARCH Models
Discussion Papers are a series of manuscripts in their draft form. They are not intended for circulation or distribution except as indicated by the author. For that reason Discussion Papers may not be reproduced or distributed without the written consent of the author. for financial support. This is an abridged and revised version of a paper entitled " Do we really need both BEKK and DCC? A tal...
متن کاملSemiparametric Multivariate Garch Models
Estimation of multivariate GARCH models is usually carried out by quasi maximum likelihood (QMLE), for which recently consistency and asymptotic normality have been proven under quite general conditions. However, there are to date no results on the efficiency loss of QMLE if the true innovation distribution is not multinormal. We investigate this issue by suggesting a nonparametric estimation o...
متن کاملGlobal Economic Policy Uncertainty (GEPU) and Non-Performing Loans (NPL) in Iran\'s Banking System: Dynamic Correlation using the DCC-GARCH Approach
The aim of this article is to investigate the dynamic correlation between the Global Economic Policy Uncertainty index (GEPU) and Non-Performing Loans (NPL) in Iran. The relationship between economic uncertainty and banking performance indices is significant because of the systemic importance of banks in every economy. We evaluated this relationship in this developing country, especially under ...
متن کاملEfficient Factor GARCH Models and Factor-DCC Models
We reveal that in the estimation of univariate GARCH or multivariate generalized orthogonal GARCH (GO-GARCH) models, maximizing the likelihood is equivalent to making the standardized residuals as independent as possible. Based on that, we propose three factor GARCH models in the framework of GO-GARCH: independent-factor GARCH exploits factors that are statistically as independent as possible; ...
متن کاملBridging the Energy Efficiency Gap: Policy Insights from Economic Theory and Empirical Evidence
Despite several decades of government policies to promote energy efficiency, estimates of the costs and benefits of such policies remain controversial. At the heart of the controversy is whether there is an "energy efficiency gap," whereby consumers and firms fail to make seemingly positive net present value energy saving investments. High implicit discount rates, undervaluation of future fuel ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Energies
سال: 2022
ISSN: ['1996-1073']
DOI: https://doi.org/10.3390/en15103712