Interest rates hierarchical structure

被引:19
|
作者
Di Matteo, T [1 ]
Aste, T [1 ]
Hyde, ST [1 ]
Ramsden, S [1 ]
机构
[1] Australian Natl Univ, Res Sch Phys Sci, Canberra, ACT 0200, Australia
关键词
interest rates; data clustering; correlations; econophysics;
D O I
10.1016/j.physa.2005.02.063
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We propose a general method to study the hierarchical organization of financial data by embedding the structure of their correlations in metric graphs in multi-dimensional spaces. An application to two different sets of interest rates is discussed by constructing triangular embeddings on the sphere. Three-dimensional representations of these embeddings with the correct metric geometry are constructed and visualized. The resulting graphs contain the minimum spanning tree as a sub-graph and they preserve its hierarchical structure. This produces a clear cluster differentiation and allows us to compute new local and global topological quantities. (c) 2005 Elsevier B.V. All rights reserved.
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页码:21 / 33
页数:13
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