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.
引用
收藏
页码:21 / 33
页数:13
相关论文
共 21 条
[1]   Detailed empirical study of the term structure of interest rates. Emergence of power laws and scaling laws [J].
Alderweireld, T ;
Nuyts, J .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 331 (3-4) :602-616
[2]   Complex networks on hyperbolic surfaces [J].
Aste, T ;
Di Matteo, T ;
Hyde, ST .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 346 (1-2) :20-26
[3]   Topology of correlation-based minimal spanning trees in real and model markets [J].
Bonanno, G ;
Caldarelli, G ;
Lillo, F ;
Mantegna, RN .
PHYSICAL REVIEW E, 2003, 68 (04)
[4]  
Bonanno G., 2001, Quantitative Finance, V1, P96, DOI 10.1088/1469-7688/1/1/306
[5]   Taxonomy of stock market indices [J].
Bonanno, G ;
Vandewalle, N ;
Mantegna, RN .
PHYSICAL REVIEW E, 2000, 62 (06) :R7615-R7618
[6]  
BOUCHAUD JP, 1999, APPL MATH FINANCE, V6, P209
[7]   An interest rates cluster analysis [J].
Di Matteo, T ;
Aste, T ;
Mantegna, RN .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 339 (1-2) :181-188
[8]   On pricing of interest rate derivatives [J].
Di Matteo, T ;
Airoldi, M ;
Scalas, E .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 339 (1-2) :189-196
[9]  
Di Matteo T, 2002, J THEORET APPL FINAN, V5, P122
[10]   SOME DISTANCE PROPERTIES OF LATENT ROOT AND VECTOR METHODS USED IN MULTIVARIATE ANALYSIS [J].
GOWER, JC .
BIOMETRIKA, 1966, 53 :325-&