Fitness model for the Italian interbank money market

被引:124
作者
De Masi, G.
Iori, G.
Caldarelli, G.
机构
[1] Univ Aquila, Dipartimento Fis, I-67010 Coppito, Italy
[2] Univ Roma La Sapienza, Dipartimento Fis, I-00185 Rome, Italy
[3] City Univ London, Dept Econ, London EC1V 0HB, England
[4] Univ Roma La Sapienza, CNR, INFM, Ctr SMC, I-00185 Rome, Italy
[5] Univ Roma La Sapienza, Dipartimento Fis, I-00185 Rome, Italy
[6] Ctr Studi & Museo Fis Enrico Fermi, I-00185 Rome, Italy
来源
PHYSICAL REVIEW E | 2006年 / 74卷 / 06期
关键词
D O I
10.1103/PhysRevE.74.066112
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We use the theory of complex networks in order to quantitatively characterize the formation of communities in a particular financial market. The system is composed by different banks exchanging on a daily basis loans and debts of liquidity. Through topological analysis and by means of a model of network growth we can determine the formation of different group of banks characterized by different business strategy. The model based on Pareto's law makes no use of growth or preferential attachment and it reproduces correctly all the various statistical properties of the system. We believe that this network modeling of the market could be an efficient way to evaluate the impact of different policies in the market of liquidity.
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页数:5
相关论文
共 23 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]   The architecture of complex weighted networks [J].
Barrat, A ;
Barthélemy, M ;
Pastor-Satorras, R ;
Vespignani, A .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (11) :3747-3752
[3]  
Barucci E, 2004, RES BANKING FINANCE, V4, P319
[4]   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)
[5]   Network topology of the interbank market [J].
Boss, M ;
Elsinger, H ;
Summer, M ;
Thurner, S .
QUANTITATIVE FINANCE, 2004, 4 (06) :677-684
[6]   Scale-free networks from varying vertex intrinsic fitness -: art. no. 258702 [J].
Caldarelli, G ;
Capocci, A ;
De Los Rios, P ;
Muñoz, MA .
PHYSICAL REVIEW LETTERS, 2002, 89 (25)
[7]   A prototype model of stock exchange [J].
Caldarelli, G ;
Marsili, M ;
Zhang, YC .
EUROPHYSICS LETTERS, 1997, 40 (05) :479-484
[8]   Preferential attachment in the growth of social networks: The internet encyclopedia Wikipedia [J].
Capocci, A. ;
Servedio, V. D. P. ;
Colaiori, F. ;
Buriol, L. S. ;
Donato, D. ;
Leonardi, S. ;
Caldarelli, G. .
PHYSICAL REVIEW E, 2006, 74 (03)
[9]   Detecting communities in large networks [J].
Capocci, A ;
Servedio, VDP ;
Caldarelli, G ;
Colaiori, F .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 352 (2-4) :669-676
[10]   Detecting rich-club ordering in complex networks [J].
Colizza, V ;
Flammini, A ;
Serrano, MA ;
Vespignani, A .
NATURE PHYSICS, 2006, 2 (02) :110-115