World-trade web: Topological properties, dynamics, and evolution

被引:230
作者
Fagiolo, Giorgio [1 ]
Reyes, Javier [2 ]
Schiavo, Stefano [3 ,4 ]
机构
[1] St Anna Sch Adv Studies, Lab Econ & Management, I-56127 Pisa, Italy
[2] Univ Arkansas, Dept Econ, Sam M Walton Coll Business, Fayetteville, AR 72701 USA
[3] Univ Trent, Dept Econ, I-38100 Trento, Italy
[4] Univ Trent, Sch Int Studies, I-38100 Trento, Italy
关键词
complex networks; econophysics; statistical analysis; topology; SERIAL INDEPENDENCE; SCALING BEHAVIOR; EFFICIENT TESTS; GROWTH; HOMOSCEDASTICITY; DISTRIBUTIONS; ARCHITECTURE; NORMALITY;
D O I
10.1103/PhysRevE.79.036115
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
This paper studies the statistical properties of the web of import-export relationships among world countries using a weighted-network approach. We analyze how the distributions of the most important network statistics measuring connectivity, assortativity, clustering, and centrality have coevolved over time. We show that all node-statistic distributions and their correlation structure have remained surprisingly stable in the last 20 years-and are likely to do so in the future. Conversely, the distribution of (positive) link weights is slowly moving from a log-normal density towards a power law. We also characterize the autoregressive properties of network-statistics dynamics. We find that network-statistics growth rates are well-proxied by fat-tailed densities like the Laplace or the asymmetric exponential power. Finally, we find that all our results are reasonably robust to a few alternative, economically meaningful, weighting schemes.
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页数:19
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