Understanding the Shift of Correlation Structure in Major Currency Exchange Rate

Authors

  • Nur Syahidah Yusoff
  • Maman Abdurachman Djauhari

DOI:

https://doi.org/10.11113/mjfas.v8n3.137

Keywords:

Correlation structure, Degree centrality, Jennrich’s statistic, Minimum spanning tree,

Abstract

In this paper, we study the high dimensional correlation structure of financial market. Correlation structure can be considered as a complex system that relates each variable to the others in terms of correlation. To analyze such complex system, minimum spanning tree is constructed to simplify the network. A case study will be presented and a conclusion will be highlighted.

References

P. M. A. Eichholtz. Journal of Real Estate Research, 11 (1996), 149-158.

F. Schindler. Journal of Property Investment and Finance, 27 (2009), 579-592

L. Stephen. Journal of Property Investment & Finance, 24 (2006), 434-442.

G. Y. N. Tang. Applied Financial Economics, 8 (1998), 359-365. [5] R. I. Jennrich. Journal of the American Statistical Association, 65 (1970), 904-912.

R. N. Mantegna. Computer Physics Communications, 121-122 (1999), 153-156.

J. B. Kruskal Jr. Proceedings of the American Mathematical Society, 7 (1956), 48-50.

J. Ohta. 17th International Conference on Genome Informatics, Japan, 2006.

J. Li and J. Ma. Proceedings of the 2008 International Seminar on Future Information Technology and Management Engineering, 2008, 206-209.

Y. Xu, J. Ma, Y. Sun, J. Hao, Y. Sun, and D. Zhao. Pasific Asia Conference on Information System (PACIS), India, 2009.

A. Abbasi and J. Altmann. TEMEP Discussion Paper, No.2010:66, Technology Management, Economics and Policy Papers, Seoul National University, 2010.

S. Madueme. International Journal of Trade, Economics and Finance, 1 (2010), 238-241.

S. P. Borgatti and M. G. Everett. Social Networks, 28 (2006), 466-484.

K. Park and A. Yilmaz. ASPRS Annual Conference. San Diego, CA, 2010.

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Published

15-07-2014