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The evolution of the world trade web: a weighted-network analysis

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Cited by:

  1. Xu, Helian & Feng, Lianyue & Wu, Gang & Zhang, Qi, 2021. "Evolution of structural properties and its determinants of global waste paper trade network based on temporal exponential random graph models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
  2. Chessa, Michela & Persenda, Arnaud & Torre, Dominique, 2023. "Brexit and Canadadvent: An application of graphs and hypergraphs to recent international trade agreements," International Economics, Elsevier, vol. 175(C), pages 1-12.
  3. Nobi, Ashadun & Lee, Tae Ho & Lee, Jae Woo, 2020. "Structure of trade flow networks for world commodities," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 556(C).
  4. Kang, Xinyu & Wang, Minxi & Chen, Lu & Li, Xin, 2023. "Supply risk propagation of global copper industry chain based on multi-layer complex network," Resources Policy, Elsevier, vol. 85(PA).
  5. Béatrice Dedinger & Paul Girard, 2018. "RICardo World Trade Web, 1834-1938," SciencePo Working papers Main hal-03619636, HAL.
  6. C. T. Vidya & world trade network & covid-19, 2021. "Has Covid-19 Shaken the World Trade and China’s Preeminence?," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 0(-), pages 1-5.
  7. Carlo Gianelle, 2011. "Exploring the complex structure of labour mobility networks. Evidence from Veneto microdata," Working Papers 2011_13, Department of Economics, University of Venice "Ca' Foscari".
  8. Fredy Cepeda-Lopez & Fredy Gamboa-Estrada & Carlos Leon-Rincón & Hernán Rincon-Castro, 2022. "Colombian Liberalization and Integration into World Trade Markets: Much Ado about Nothing," Revista de Economía del Rosario, Universidad del Rosario, vol. 25(2), pages 1-44, December.
  9. Steven Yamarik & Mariya Mileva, 2023. "Cultural institutes: Networks and determinants," The World Economy, Wiley Blackwell, vol. 46(4), pages 1119-1143, April.
  10. João Amador & Sónia Cabral & Rossana Mastrandrea & Franco Ruzzenenti, 2018. "Who’s Who in Global Value Chains? A Weighted Network Approach," Open Economies Review, Springer, vol. 29(5), pages 1039-1059, November.
  11. Andrieş, Alin Marius & Ongena, Steven & Sprincean, Nicu & Tunaru, Radu, 2022. "Risk spillovers and interconnectedness between systemically important institutions," Journal of Financial Stability, Elsevier, vol. 58(C).
  12. An, Haizhong & Zhong, Weiqiong & Chen, Yurong & Li, Huajiao & Gao, Xiangyun, 2014. "Features and evolution of international crude oil trade relationships: A trading-based network analysis," Energy, Elsevier, vol. 74(C), pages 254-259.
  13. Glenn Magerman & Karolien De Bruyne & Jan Van Hove, 2020. "Pecking order and core‐periphery in international trade," Review of International Economics, Wiley Blackwell, vol. 28(4), pages 1113-1141, September.
  14. Gautier M Krings & Jean-François Carpantier & Jean-Charles Delvenne, 2014. "Trade Integration and Trade Imbalances in the European Union: A Network Perspective," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-14, January.
  15. Ercan Eren & Demet Topal Koç, 2017. "AB Ülkeleri ve Türkiye'nin Ticaret İlişkilerine Ağ Yaklaşımı," Yildiz Social Science Review, Yildiz Technical University, vol. 3(2), pages 35-64.
  16. Freddy Cepeda-López & Fredy Gamboa-Estrada & Carlos León & Hernán Rincón-Castro, 2019. "The evolution of world trade from 1995 to 2014: A network approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(4), pages 452-485, May.
  17. Daniel Fricke & Thomas Lux, 2015. "On the distribution of links in the interbank network: evidence from the e-MID overnight money market," Empirical Economics, Springer, vol. 49(4), pages 1463-1495, December.
  18. C. T. Vidya, 2022. "Has Covid-19 Shaken the World Trade and China’s Preeminence?," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 3(2), pages 1-5.
  19. Werner Kristjanpoller & Josephine E. Olson & Rodolfo I. Salazar, 2016. "Does the commodities boom support the export led growth hypothesis? Evidence from Latin American countries," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 25(1), pages 1-13, December.
  20. Béatrice Dedinger & Paul Girard, 2018. "RICardo World Trade Web, 1834-1938," Post-Print hal-03619636, HAL.
  21. Stefano Costa & Federico Sallusti & Claudio Vicarelli, 2022. "Trade networks and shock transmission capacity: a new taxonomy of Italian industries," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(1), pages 133-153, March.
  22. Bhattacharya, Mita & Inekwe, John Nkwoma & Valenzuela, Maria Rebecca, 2018. "Financial integration in Africa: New evidence using network approach," Economic Modelling, Elsevier, vol. 72(C), pages 379-390.
  23. Carattini, Stefano & Fankhauser, Sam & Gao, Jianjian & Gennaioli, Caterina & Panzarasa, Pietro, 2023. "What does network analysis teach us about international environmental cooperation?," Ecological Economics, Elsevier, vol. 205(C).
  24. Paul Girard & Beatrice Dedinger, 2018. "RICardo World Trade Web, 1834-1938," Sciences Po publications info:hdl:2441/6h7io1v56e8, Sciences Po.
  25. Fengjie Xie & Xiaoxiao Yin & Ruifen Sun, 2022. "Research on the Multilayer Network of Relations of Western Agricultural Trade along the Belt and Road," Mathematics, MDPI, vol. 10(18), pages 1-18, September.
  26. Vivek Kandiah & Hubert Escaith & Dima L. Shepelyansky, 2015. "Google matrix of the world network of economic activities," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 88(7), pages 1-20, July.
  27. Filipa Lima & Flávio Pinheiro & João Falcão Silva & Pedro Matos, 2020. "Foreign direct investment – using network analysis to understand the position of Portugal in a global FDI network," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Bridging measurement challenges and analytical needs of external statistics: evolution or revolution?, volume 52, Bank for International Settlements.
  28. David Matesanz Gomez & Benno Torgler & Guillermo J. Ortega, 2013. "Measuring Global Economic Interdependence: A Hierarchical Network Approach," The World Economy, Wiley Blackwell, vol. 36(12), pages 1632-1648, December.
  29. Dueñas, Marco & Mastrandrea, Rossana & Barigozzi, Matteo & Fagiolo, Giorgio, 2017. "Spatio-temporal patterns of the international merger and acquisition network," LSE Research Online Documents on Economics 84092, London School of Economics and Political Science, LSE Library.
  30. SOYYIGIT Semanur & TOPUZ Huseyin & ÖZEKİCİOĞLU Halil, 2020. "An Alternative View To The Global Coal Trade:Complex Network Approach," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 15(1), pages 270-288, April.
  31. Fu, Xin & Yang, Yu & Dong, Wen & Wang, Changjian & Liu, Yi, 2017. "Spatial structure, inequality and trading community of renewable energy networks: A comparative study of solar and hydro energy product trades," Energy Policy, Elsevier, vol. 106(C), pages 22-31.
  32. Charlie Joyez, 2019. "Alignment of Multinational Firms along Global Value Chains: A Network-based Perspective," GREDEG Working Papers 2019-05, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
  33. Hai Qi & Haizhong An & Xiaoqing Hao & Weiqiong Zhong & Yanbing Zhang, 2014. "Analyzing the International Exergy Flow Network of Ferrous Metal Ores," PLOS ONE, Public Library of Science, vol. 9(9), pages 1-16, September.
  34. Franco Ruzzenenti, 2018. "The Prism of Elasticity in Rebound Effect Modelling: An Insight from the Freight Transport Sector," Sustainability, MDPI, vol. 10(8), pages 1-13, August.
  35. Di Vece, Marzio & Garlaschelli, Diego & Squartini, Tiziano, 2023. "Reconciling econometrics with continuous maximum-entropy network models," Chaos, Solitons & Fractals, Elsevier, vol. 166(C).
  36. Lena Gerdes & Bernhard Rengs & Manuel Scholz-Wäckerle, 2022. "Labor and environment in global value chains: an evolutionary policy study with a three-sector and two-region agent-based macroeconomic model," Journal of Evolutionary Economics, Springer, vol. 32(1), pages 123-173, January.
  37. Veysov, Alexander, 2012. "Financial Contagion and Systemic Risk: From Theory to Applicable Macroeconomic Model," MPRA Paper 40612, University Library of Munich, Germany.
  38. Fathin Faizah Said, 2017. "Global Banking on the Financial Network Modelling: Sectorial Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 49(2), pages 227-253, February.
  39. Barberis, Eduardo & Freddi, Daniela & Giammetti, Raffaele & Polidori, Paolo & Teobaldelli, Désirée & Viganò, Elena, 2020. "Trade Relationships in the European Pork Value Chain: A Network Analysis," Economia agro-alimentare / Food Economy, Italian Society of Agri-food Economics/Società Italiana di Economia Agro-Alimentare (SIEA), vol. 22(1), May.
  40. Sartori, Martina & Schiavo, Stefano, 2015. "Connected we stand: A network perspective on trade and global food security," Food Policy, Elsevier, vol. 57(C), pages 114-127.
  41. Hao-Ran Liu & Wei-Xing Zhou, 2023. "Visibility graph analysis of the grains and oilseeds indices," Papers 2304.05760, arXiv.org.
  42. Hübler, Michael, 2016. "A new trade network theory: What economists can learn from engineers," Economic Modelling, Elsevier, vol. 55(C), pages 115-126.
  43. Gräbner, Claudius & Heinrich, Torsten & Kudic, Muhamed, 2016. "Structuration processes in complex dynamic systems - an overview and reassessment," MPRA Paper 69095, University Library of Munich, Germany.
  44. Righi, Riccardo & Samoili, Sofia & López Cobo, Montserrat & Vázquez-Prada Baillet, Miguel & Cardona, Melisande & De Prato, Giuditta, 2020. "The AI techno-economic complex System: Worldwide landscape, thematic subdomains and technological collaborations," Telecommunications Policy, Elsevier, vol. 44(6).
  45. Zhong, Weiqiong & An, Haizhong & Fang, Wei & Gao, Xiangyun & Dong, Di, 2016. "Features and evolution of international fossil fuel trade network based on value of emergy," Applied Energy, Elsevier, vol. 165(C), pages 868-877.
  46. Sun, Qingru & Gao, Xiangyun & Zhong, Weiqiong & Liu, Nairong, 2017. "The stability of the international oil trade network from short-term and long-term perspectives," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 482(C), pages 345-356.
  47. repec:hal:spmain:info:hdl:2441/6h7io1v56e8k4qtht2cuvjcfa5 is not listed on IDEAS
  48. Hu, Jun & Zhang, Yujie & Wu, Peng & Li, Huijia, 2022. "An analysis of the global fuel-trading market based on the visibility graph approach," Chaos, Solitons & Fractals, Elsevier, vol. 154(C).
  49. Getachew Magnar Kitila & Fuzhong Chen, 2021. "Multilateral Trade Resistance, International Competitiveness and African International Exports: A Network Perspective," International Journal of Science and Business, IJSAB International, vol. 5(10), pages 111-126.
  50. Iván Arribas & Francisco Pérez & Emili Tortosa-Ausina, 2014. "The dynamics of international trade integration: 1967–2004," Empirical Economics, Springer, vol. 46(1), pages 19-41, February.
  51. Guan, Qing & An, Haizhong & Wang, Kaiming & Duan, Yueran & Zhang, Yixiong, 2020. "Functional trade patterns and their contributions to international photovoltaic trade revealed by network motifs," Energy, Elsevier, vol. 195(C).
  52. Baskaran, Thushyanthan & Blöchl, Florian & Brück, Tilman & Theis, Fabian J., 2011. "The Heckscher-Ohlin model and the network structure of international trade," International Review of Economics & Finance, Elsevier, vol. 20(2), pages 135-145, April.
  53. Deepika Srivastava & M. Rahul, 2024. "Network analysis of trade and FDI," SN Business & Economics, Springer, vol. 4(1), pages 1-27, January.
  54. Vittorio Carlei & Francesca Affortunato & Alessandro Marra & Marco Brogi, 2019. "Does centrality of importing countries affect export prices in the global trade?," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(1), pages 529-551, January.
  55. Caballero, Julián, 2012. "Banking Crises and Financial Integration," IDB Publications (Working Papers) 4198, Inter-American Development Bank.
  56. Quan He & Xishen Cao, 2019. "Pattern and Influencing Factors of Foreign Direct Investment Networks between Countries along the “Belt and Road” Regions," Sustainability, MDPI, vol. 11(17), pages 1-23, August.
  57. Yan Zhang & Frank Schweitzer, 2021. "Quantifying the importance of firms by means of reputation and network control," Papers 2101.05010, arXiv.org.
  58. Grazzini, Jakob & Spelta, Alessandro, 2022. "An empirical analysis of the global input–output network and its evolution," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 594(C).
  59. Guan, Qing & An, Haizhong, 2017. "The exploration on the trade preferences of cooperation partners in four energy commodities’ international trade: Crude oil, coal, natural gas and photovoltaic," Applied Energy, Elsevier, vol. 203(C), pages 154-163.
  60. Shen, Xinran & Lovrić, Marko, 2022. "Structural determinants of global trade in graphic paper and pulp products," Forest Policy and Economics, Elsevier, vol. 134(C).
  61. C'elestin Coquid'e & Leonardo Ermann & Jos'e Lages & D. L. Shepelyansky, 2019. "Influence of petroleum and gas trade on EU economies from the reduced Google matrix analysis of UN COMTRADE data," Papers 1903.01820, arXiv.org.
  62. Felipe Chávez-Bustamante & Elliott Mardones-Arias & Julio Rojas-Mora & Jaime Tijmes-Ihl, 2023. "A Forgotten Effects Approach to the Analysis of Complex Economic Systems: Identifying Indirect Effects on Trade Networks," Mathematics, MDPI, vol. 11(3), pages 1-20, January.
  63. Qiaowen Zhang & Benjamin Batinge, 2021. "A social network analysis of the structure and evolution of intra‐African trade," African Development Review, African Development Bank, vol. 33(1), pages 204-217, March.
  64. João Amador & Sónia Cabral, 2017. "Networks of Value-added Trade," The World Economy, Wiley Blackwell, vol. 40(7), pages 1291-1313, July.
  65. Zhan, Xiu-Xiu & Liu, Chuang & Zhang, Zi-Ke & Sun, Gui-Quan, 2016. "Roles of edge weights on epidemic spreading dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 456(C), pages 228-234.
  66. Liu, Haiping & Li, Huajiao & Qi, Yajie & An, Pengli & Shi, Jianglan & Liu, Yanxin, 2021. "Identification of high-risk agents and relationships in nickel, cobalt, and lithium trade based on resource-dependent networks," Resources Policy, Elsevier, vol. 74(C).
  67. Arribas, Iván & Peiró-Palomino, Jesús & Tortosa-Ausina, Emili, 2020. "Is full banking integration desirable?," Journal of Banking & Finance, Elsevier, vol. 112(C).
  68. C'elestin Coquid'e & Jos'e Lages & Dima L. Shepelyansky, 2020. "Crisis contagion in the world trade network," Papers 2002.07100, arXiv.org.
  69. Shade T Shutters & José Lobo & Rachata Muneepeerakul & Deborah Strumsky & Charlotta Mellander & Matthias Brachert & Teresa Farinha & Luis M A Bettencourt, 2018. "Urban occupational structures as information networks: The effect on network density of increasing number of occupations," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-14, May.
  70. Assaf Almog & Rhys Bird & Diego Garlaschelli, 2015. "Enhanced Gravity Model of trade: reconciling macroeconomic and network models," Papers 1506.00348, arXiv.org, revised Feb 2019.
  71. V. Kandiah & H. Escaith & D. L. Shepelyansky, 2015. "Contagion effects in the world network of economic activities," Papers 1507.03278, arXiv.org.
  72. Joyez, Charlie, 2017. "On the topological structure of multinationals network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 473(C), pages 578-588.
  73. Sartori, Martina & Schiavo, Stefano, 2014. "Virtual water trade and country vulnerability: A network perspective," MPRA Paper 59210, University Library of Munich, Germany.
  74. Domenico Di Gangi & Giacomo Bormetti & Fabrizio Lillo, 2022. "Score Driven Generalized Fitness Model for Sparse and Weighted Temporal Networks," Papers 2202.09854, arXiv.org, revised Mar 2022.
  75. Zongning Wu & Hongbo Cai & Ruining Zhao & Ying Fan & Zengru Di & Jiang Zhang, 2020. "A Topological Analysis of Trade Distance: Evidence from the Gravity Model and Complex Flow Networks," Sustainability, MDPI, vol. 12(9), pages 1-17, April.
  76. Qing Guan & Haizhong An & Xiaoqing Hao & Xiaoliang Jia, 2016. "The Impact of Countries’ Roles on the International Photovoltaic Trade Pattern: The Complex Networks Analysis," Sustainability, MDPI, vol. 8(4), pages 1-16, March.
  77. Célestin Coquidé & José Lages & Dima Shepelyansky, 2020. "Interdependence of sectors of economic activities for world countries from the reduced Google matrix analysis of WTO data," Post-Print hal-02132487, HAL.
  78. Liu, Linqing & Shen, Mengyun & Sun, Da & Yan, Xiaofei & Hu, Shi, 2022. "Preferential attachment, R&D expenditure and the evolution of international trade networks from the perspective of complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 603(C).
  79. Michael Lebacher & Paul W. Thurner & Göran Kauermann, 2021. "Censored regression for modelling small arms trade volumes and its ‘Forensic’ use for exploring unreported trades," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(4), pages 909-933, August.
  80. Luca Salvatici & Silvia Nenci, 2017. "New features, forgotten costs and counterfactual gains of the international trading system," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(4), pages 592-633.
  81. Lucio Biggiero & Roberto Urbani, 2022. "Testing the convergence hypothesis: a longitudinal and cross-sectional analysis of the world trade web through social network and statistical analyses," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 17(3), pages 713-777, July.
  82. Marlies Hanna Schütz & Nicole Palan, 2016. "Restructuring of the international clothing and textile trade network: the role of Italy and Portugal," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 5(1), pages 1-29, December.
  83. Fan, Ying & Ren, Suting & Cai, Hongbo & Cui, Xuefeng, 2014. "The state's role and position in international trade: A complex network perspective," Economic Modelling, Elsevier, vol. 39(C), pages 71-81.
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  85. Rosanna Grassi & Paolo Bartesaghi & Stefano Benati & Gian Paolo Clemente, 2021. "Multi-Attribute Community Detection in International Trade Network," Networks and Spatial Economics, Springer, vol. 21(3), pages 707-733, September.
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  87. Daryna Grechyna, 2020. "Current account and international networks," Review of International Economics, Wiley Blackwell, vol. 28(5), pages 1269-1294, November.
  88. Charlie Joyez, 2017. "Network Structure of French Multinational Firms," Working Papers DT/2017/08, DIAL (Développement, Institutions et Mondialisation).
  89. Peiteng Shi & Jiang Zhang & Bo Yang & Jingfei Luo, 2014. "Hierarchicality of Trade Flow Networks Reveals Complexity of Products," PLOS ONE, Public Library of Science, vol. 9(6), pages 1-10, June.
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  93. Zhong, Weiqiong & An, Haizhong & Gao, Xiangyun & Sun, Xiaoqi, 2014. "The evolution of communities in the international oil trade network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 413(C), pages 42-52.
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  96. Ali Kharrazi & Elena Rovenskaya & Brian D Fath, 2017. "Network structure impacts global commodity trade growth and resilience," PLOS ONE, Public Library of Science, vol. 12(2), pages 1-13, February.
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  98. Minoiu, Camelia & Reyes, Javier A., 2013. "A network analysis of global banking: 1978–2010," Journal of Financial Stability, Elsevier, vol. 9(2), pages 168-184.
  99. Hoppe, K. & Rodgers, G.J., 2015. "A microscopic study of the fitness-dependent topology of the world trade network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 419(C), pages 64-74.
  100. C'elestin Coquid'e & Jos'e Lages & Dima L. Shepelyansky, 2023. "Prospects of BRICS currency dominance in international trade," Papers 2305.00585, arXiv.org.
  101. Paolo Bartesaghi & Gian Paolo Clemente & Rosanna Grassi, 2020. "Community structure in the World Trade Network based on communicability distances," Papers 2001.06356, arXiv.org, revised Jul 2020.
  102. Shuzhong Ma & Mengheng Liu, 2020. "Spatial correlation effect of China's outward foreign direct investment in countries along the One Belt and One Road," Pacific Economic Review, Wiley Blackwell, vol. 25(2), pages 228-249, May.
  103. Sun, Qingru & Gao, Xiangyun & Wen, Shaobo & Chen, Zhihua & Hao, Xiaoqing, 2018. "The transmission of fluctuation among price indices based on Granger causality network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 506(C), pages 36-49.
  104. L. Blázquez & C. Díaz-Mora & B. González-Díaz, 2023. "Slowbalisation or a “New” type of GVC participation? The role of digital services," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(1), pages 121-147, March.
  105. Du, Ruijin & Dong, Gaogao & Tian, Lixin & Wang, Yougui & Zhao, Longfeng & Zhang, Xin & Vilela, André L.M. & Stanley, H. Eugene, 2019. "Identifying the peak point of systemic risk in international crude oil importing trade," Energy, Elsevier, vol. 176(C), pages 281-291.
  106. Ziming Bai & Chenyang Liu & Hongye Wang & Cuixia Li, 2023. "Evolution Characteristics and Influencing Factors of Global Dairy Trade," Sustainability, MDPI, vol. 15(2), pages 1-20, January.
  107. Semanur Soyyiğit & Yasemin Asu Çırpıcı, 2017. "An Input-Output Network Structure Analysis Of Selected Countries," Yildiz Social Science Review, Yildiz Technical University, vol. 3(2), pages 65-88.
  108. Paolo Bartesaghi & Gian Paolo Clemente & Rosanna Grassi, 2022. "Community structure in the World Trade Network based on communicability distances," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 17(2), pages 405-441, April.
  109. Theophilos Papadimitriou & Periklis Gogas & Fotios Gkatzoglou, 2022. "The Convergence Evolution in Europe from a Complex Networks Perspective," JRFM, MDPI, vol. 15(10), pages 1-14, October.
  110. Roberto Antonietti & Paolo Falbo & Fulvio Fontini & Rosanna Grassi & Giorgio Rizzini, 2021. "International Trade Network: Country centrality and COVID-19 pandemic," Papers 2107.14554, arXiv.org.
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