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Mathematical Problems in Engineering
Article . 2014 . Peer-reviewed
License: CC BY
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Mathematical Problems in Engineering
Article
License: CC BY
Data sources: UnpayWall
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Cross‐Correlations between Energy and Emissions Markets: New Evidence from Fractal and Multifractal Analysis

Authors: Gang-Jin Wang; Chi Xie; Shou Chen; Feng Han;

Cross‐Correlations between Energy and Emissions Markets: New Evidence from Fractal and Multifractal Analysis

Abstract

We supply a new perspective to describe and understand the behavior of cross‐correlations between energy and emissions markets. Namely, we investigate cross‐correlations between oil and gas (Oil‐Gas), oil and CO2 (Oil‐CO2), and gas and CO2 (Gas‐CO2) based on fractal and multifractal analysis. We focus our study on returns of the oil, gas, and CO2 during the period of April 22, 2005–April 30, 2013. In the empirical analysis, by using the detrended cross‐correlation analysis (DCCA) method, we find that cross‐correlations for Oil‐Gas, Oil‐CO2, and Gas‐CO2 obey a power‐law and are weakly persistent. Then, we adopt the method of DCCA cross‐correlation coefficient to quantify cross‐correlations between energy and emissions markets. The results show that their cross‐correlations are diverse at different time scales. Next, based on the multifractal DCCA method, we find that cross‐correlated markets have the nonlinear and multifractal nature and that the multifractality strength for three cross‐correlated markets is arranged in the order of Gas‐CO2 > Oil‐Gas > Oil‐CO2. Finally, by employing the rolling windows method, which can be used to investigate time‐varying cross‐correlation scaling exponents, we analyze short‐term and long‐term market dynamics and find that the recent global financial crisis has a notable influence on short‐term and long‐term market dynamics.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
12
Top 10%
Average
Average
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