DocumentCode :
1850093
Title :
Subprime Mortgage Crisis Detection in U.S. Foreign Exchange Rate Market by Multifractal Analysis
Author :
Tang, Junjun ; Wang, Jing ; Huang, Cheng ; Wang, Guolun ; Wang, Xiong
Author_Institution :
Dept. of Comput. Sci. & Eng., Shanghai Jiao Tong Univ., Shanghai
fYear :
2008
fDate :
18-21 Nov. 2008
Firstpage :
2999
Lastpage :
3004
Abstract :
We apply multifractal methods to analyze the impact of American subprime mortgage crisis on American foreign exchange market. By analyzing the local Holder exponent alpha and the multifractal spectrum of Japanese Yen to U.S. Dollar (USD/JPY) exchange rate and Euro to U.S. Dollar (EUR/USD) exchange rate ticked every hour from late 2006 to early 2008, we find that the periods where critical events took place are characterized by sudden increase in alpha, which passes above 1, followed by very small values for long period of time. To observe the effect and future trend of the subprime mortgage crisis, we compare the multifractal spectrum before, and during the crisis. The width of f(alpha) during subprime mortgage crisis is much bigger than the one before the crisis. These results provide solid and important values for further study on the dynamic mechanism of exchange market price fluctuation.
Keywords :
exchange rates; mortgage processing; stock markets; US foreign exchange rate market; exchange market price fluctuation; multifractal analysis; subprime mortgage crisis detection; Computer science; Consumer electronics; Economic forecasting; Exchange rates; Fluctuations; Fractals; Loans and mortgages; Mathematics; Predictive models; Stock markets; Subprime mortgage crisis; foreign exchange market; local Hölder exponent; multifractal spectrum;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Young Computer Scientists, 2008. ICYCS 2008. The 9th International Conference for
Conference_Location :
Hunan
Print_ISBN :
978-0-7695-3398-8
Electronic_ISBN :
978-0-7695-3398-8
Type :
conf
DOI :
10.1109/ICYCS.2008.454
Filename :
4709462
Link To Document :
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