Comprehensive analysis of market conditions in the foreign exchange market

被引:6
作者
Sato, Aki-Hiro [1 ]
Hayashi, Takaki [2 ]
Holyst, Janusz A. [3 ]
机构
[1] Kyoto Univ, Grad Sch Informat, Sakyo Ku, Kyoto 6068501, Japan
[2] Keio Univ, Grad Sch Business Adm, Yokohama, Kanagawa 2238526, Japan
[3] Warsaw Univ Technol, Ctr Excellence Complex Syst Res, Fac Phys, PL-00662 Warsaw, Poland
关键词
Foreign exchange market; Fluctuation scaling; Scaling breaking; Global average of cross-correlations; FINANCIAL-MARKETS; PRICE; RATES; VARIANCE; NETWORKS; VOLUME; STOCK; MODEL; FLOW;
D O I
10.1007/s11403-012-0089-2
中图分类号
F [经济];
学科分类号
02 ;
摘要
We investigate quotation and transaction activities in the foreign exchange market for every week during the period of June 2007 to December 2010. A scaling relationship between the mean values of number of quotations (or number of transactions) for various currency pairs and the corresponding standard deviations holds for a majority of the weeks. However, the scaling breaks in some time intervals, which is related to the emergence of market shocks. There is a monotonous relationship between values of scaling indices and global averages of currency pair cross-correlations when both quantities are observed for various window lengths Delta t.
引用
收藏
页码:167 / 179
页数:13
相关论文
共 33 条
[1]   Estimation of a simple agent-based model of financial markets: An application to Australian stock and foreign exchange data [J].
Alfarano, Simone ;
Lux, Thomas ;
Wagner, Friedrich .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2006, 370 (01) :38-42
[2]   Order flow, transaction clock, and normality of asset returns [J].
Ané, T ;
Geman, H .
JOURNAL OF FINANCE, 2000, 55 (05) :2259-2284
[3]   Superstatistics: theory and applications [J].
Beck, C .
CONTINUUM MECHANICS AND THERMODYNAMICS, 2004, 16 (03) :293-304
[4]   Networks of equities in financial markets [J].
Bonanno, G ;
Caldarelli, G ;
Lillo, F ;
Miccichè, S ;
Vandewalle, N ;
Mantegna, RN .
EUROPEAN PHYSICAL JOURNAL B, 2004, 38 (02) :363-371
[5]   Dynamics of the number of trades of financial securities [J].
Bonanno, G ;
Lillo, F ;
Mantegna, RN .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2000, 280 (1-2) :136-141
[6]   SUBORDINATED STOCHASTIC-PROCESS MODEL WITH FINITE VARIANCE FOR SPECULATIVE PRICES [J].
CLARK, PK .
ECONOMETRICA, 1973, 41 (01) :135-155
[7]   Fluctuations in network dynamics -: art. no. 028701 [J].
de Menezes, MA ;
Barabási, AL .
PHYSICAL REVIEW LETTERS, 2004, 92 (02) :4
[8]   The foreign exchange market: return distributions, multifractality, anomalous multifractality and the Epps effect [J].
Drozdz, Stanislaw ;
Kwapien, Jaroslaw ;
Oswiecimka, Pawel ;
Rak, Rafal .
NEW JOURNAL OF PHYSICS, 2010, 12
[9]   Cross-correlation and the predictability of financial return series [J].
Duan, Wen-Qi ;
Stanley, H. Eugene .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (02) :290-296
[10]   1977 RIETZ LECTURE - BOOTSTRAP METHODS - ANOTHER LOOK AT THE JACKKNIFE [J].
EFRON, B .
ANNALS OF STATISTICS, 1979, 7 (01) :1-26