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相关论文: The role of distances in the World Trade Web

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The Gravity Model is the workhorse for empirical studies in International Economies for its empirical power and it is commonly used in explaining the trade flow between countries; it relies on a function that relates the trade with the…

应用统计 · 统计学 2013-10-17 Rodolfo Metulini

Spatially embedded networks are shaped by a combination of purely topological (space-independent) and space-dependent formation rules. While it is quite easy to artificially generate networks where the relative importance of these two…

物理与社会 · 物理学 2013-09-10 Franco Ruzzenenti , Francesco Picciolo , Riccardo Basosi , Diego Garlaschelli

Recent events such as the global financial crisis have renewed the interest in the topic of economic networks. One of the main channels of shock propagation among countries is the International Trade Network (ITN). Two important models for…

综合金融 · 定量金融 2015-02-23 Assaf Almog , Tiziano Squartini , Diego Garlaschelli

The World Trade Web (WTW) is the network of international trade relationships among world countries. Characterizing both the local link weights (observed trade volumes) and the global network structure (large-scale topology) of the WTW via…

物理与社会 · 物理学 2022-12-23 Marzio Di Vece , Diego Garlaschelli , Tiziano Squartini

Understanding international trade is a fundamental problem in economics -- one standard approach is via what is commonly called the "gravity equation", which predicts the total amount of trade $F_ij$ between two countries $i$ and $j$ as $$…

交易与市场微观结构 · 定量金融 2017-03-08 Yuke Li , Tianhao Wu , Nicholas Marshall , Stefan Steinerberger

Motivated by the empirical analysis of the air transportation system, we define a network model that includes geographical attributes along with topological and weight (traffic) properties. The introduction of geographical attributes is…

物理与社会 · 物理学 2007-05-23 Alain Barrat , Marc Barthelemy , Alessandro Vespignani

Globalization is one of the central concepts of our age. The common perception of the process is that, due to declining communication and transport costs, distance becomes less and less important. However, the distance coefficient in the…

物理与社会 · 物理学 2014-12-17 Mariusz Karpiarz , Piotr Fronczak , Agata Fronczak

Economy, and consequently trade, is a fundamental part of human social organization which, until now, has not been studied within the network modelling framework. Networks are mathematical tools used in the modelling of a wide variety of…

无序系统与神经网络 · 物理学 2009-11-10 M. Angeles Serrano , Marian Boguna

This paper investigates whether the gravity model (GM) can explain the statistical properties of the International Trade Network (ITN). We fit data on international-trade flows with a GM specification using alternative fitting techniques…

综合金融 · 定量金融 2011-12-14 Marco Duenas , Giorgio Fagiolo

In this paper, we investigate the statistical features of the weighted international-trade network. By finding the maximum weight spanning trees for this network we make the extraction of the truly relevant connections forming the network's…

物理与社会 · 物理学 2023-07-19 Patryk Skowron , Mariusz Karpiarz , Agata Fronczak , Piotr Fronczak

In all empirical-network studies, the observed properties of economic networks are informative only if compared with a well-defined null model that can quantitatively predict the behavior of such properties in constrained graphs. However,…

数据分析、统计与概率 · 物理学 2015-01-14 Giorgio Fagiolo , Tiziano Squartini , Diego Garlaschelli

The structure of the International Trade Network (ITN), whose nodes and links represent world countries and their trade relations respectively, affects key economic processes worldwide, including globalization, economic integration,…

物理与社会 · 物理学 2024-09-21 Assaf Almog , Rhys Bird , Diego Garlaschelli

In this paper, we investigate the mesoscale structure of the World Trade Network. In this framework, a specific role is assumed by short and long-range interactions, and hence by the distance, between countries. Therefore, we identify…

物理与社会 · 物理学 2022-04-15 Paolo Bartesaghi , Gian Paolo Clemente , Rosanna Grassi

Global trade is shaped by a complex mix of factors beyond supply and demand, including tangible variables like transport costs and tariffs, as well as less quantifiable influences such as political and economic relations. Traditionally,…

最优化与控制 · 数学 2025-11-21 Thomas Gaskin , Guven Demirel , Marie-Therese Wolfram , Andrew Duncan

The gravity model, inspired by Newton's law of universal gravitation, has long served as a primary tool for interpreting trade flows between countries, using a country's economic `mass' as a key determinant. Despite its wide application,…

数据分析、统计与概率 · 物理学 2025-07-08 Daekyung Lee , Wonguk Cho , Heetae Kim , Gunn Kim , Hyeong-Chai Jeong , Beom Jun Kim

Geometrical distance is an important constraining factor underpinning the emergence of social and economic interactions of complex systems. Yet, agent-based studies supported by granular analysis of distances are limited. Here, we develop a…

物理与社会 · 物理学 2023-11-28 Eduardo Viegas , Orr Levy , Shlomo Havlin , Hideki Takayasu , Misako Takayasu

This paper studies the topological properties of the World Trade Web (WTW) and its evolution over time by employing a weighted network analysis. We show that the WTW, viewed as a weighted network, displays statistical features that are very…

综合金融 · 定量金融 2009-11-13 Giorgio Fagiolo , Javier Reyes , Stefano Schiavo

Within the last fifteen years, network theory has been successfully applied both to natural sciences and to socioeconomic disciplines. In particular, bipartite networks have been recognized to provide a particularly insightful…

物理与社会 · 物理学 2015-12-07 Fabio Saracco , Riccardo Di Clemente , Andrea Gabrielli , Tiziano Squartini

Here, we present the World Trade Atlas 1870-2013, a collection of annual world trade maps in which distance combines economic size and the different dimensions that affect international trade beyond mere geography. Trade distances, which…

物理与社会 · 物理学 2016-05-11 Guillermo García-Pérez , Marián Boguñá , Antoine Allard , M. Ángeles Serrano

This paper begins to explore the determinants of the topological properties of the international - trade network (ITN). We fit bilateral-trade flows using a standard gravity equation to build a "residual" ITN where trade-link weights are…

综合金融 · 定量金融 2009-08-18 Giorgio Fagiolo
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