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CO2 market data analysis
Zheng ZY(郑泽宇)
Department数字工厂研究室
Conference Name2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
Conference DateJune 8-12, 2015
Conference PlaceShenyang, China
Source Publication2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
PublisherIEEE
Publication PlacePiscataway, NJ, USA
2015
Pages109-114
Indexed ByEI ; CPCI(ISTP)
EI Accession number20161402187777
WOS IDWOS:000380502300026
Contribution Rank1
ISSN2379-7711
ISBN978-1-4799-8730-6
AbstractIn recent decades, the carbon emission allowances are bought and sold not only by carbon emitters but also by investors. We analyzed the data of price of the European Union allowances (EUA) futures in European Climate Exchange (ECX) market. The symmetric and power-law probability density function of return time series was displayed. We find that two type correlaitons exist, short-range correlations in price changes (return), while long-range correlations in the absolute of price changes (volatility). Further, we applied detrended fluctuation analysis (DFA) approach to deduce the Hurst exponent which may quntify long-range autocorrelations. We observed long-range power-law autocorrelations in the volatility which usually be used as a risk factor. Like the behavior of stock market, the correlation of EUA volatility decay much more slowly than the autocorrelation of returns. We find that the significant cross correlations exist between return time series of EUA and many other returns. These cross correlations exist in a wide range of fields, including stock markets, energy concerned commodities futures, and financial futures. The significant cross-correlations between energy concerned futures and EUA indicate the physical relationship between carbon emission and energy production process.
Language英语
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Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/17359
Collection数字工厂研究室
AffiliationShenyang Institute of Automation, Chinese Academy of Sciences, 114 Nanta Street, Shenyang, China
Recommended Citation
GB/T 7714
Zheng ZY. CO2 market data analysis[C]. Piscataway, NJ, USA:IEEE,2015:109-114.
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