Charles-Joseph Minard’s classic economic network visualisation
Placeholder; The models in economics where the interactions happen over graphs, usually denoting some kind of relationship, e.g. between consumers or businesses. I do not have any particular knowledge of this area except for some incidental study when I was planning on doing a PhD in the area a long time ago.
For estimation theory of networks I would look under inference on social graphs.
Maximillian Schich for complex network theory with an art history twist.
References
Acemoglu, Daron, Victor Chernozhukov, and Muhamet Yildiz. 2006. “Learning and Disagreement in an Uncertain World.” Working Paper 12648. National Bureau of Economic Research.
Acemoglu, Daron, and Asuman Ozdaglar. 2011. “Opinion Dynamics and Learning in Social Networks.” Dynamic Games and Applications 1 (1): 3–49.
Allen, Danielle, Henry Farrell, and Cosma Rohilla Shalizi. 2017. “Evolutionary Theory and Endogenous Institutional Change.”
Baldwin, Richard, and Rebecca Freeman. 2022. “Risks and Global Supply Chains: What We Know and What We Need to Know.” Annual Review of Economics 14 (1): 153–80.
Bentley, R. A., C. C. S. Caiado, and P. Ormerod. 2015. “Complexity in Spatial Dynamics: The Emergence of Homogeneity/Heterogeneity in Culture in Cities.” In Tipping Points, 130–45. John Wiley & Sons, Ltd.
Bernhard, Helen, Urs Fischbacher, and Ernst Fehr. 2006. “Parochial altruism in humans.” Nature 442 (7105): 912–15.
Bramoullé, Yann, Sergio Currarini, Matthew O. Jackson, Paolo Pin, and Brian W. Rogers. 2012. “Homophily and Long-Run Integration in Social Networks.” Journal of Economic Theory 147 (5): 1754–86.
Briscoe, Bob, Andrew Odlyzko, and Benjamin Tilly. 2006. “Metcalfe’s Law Is Wrong.” IEEE Spectrum, July 1, 2006.
Burt, Ronald S., Martin Kilduff, and Stefano Tasselli. 2013. “Social network analysis: foundations and frontiers on advantage.” Annual Review of Psychology 64 (1): 527–47.
Campante, Filipe, Ruben Durante, and Andrea Tesei. 2022. “Media and Social Capital.” Annual Review of Economics 14 (1): 69–91.
Cranmer, Skyler J, Bruce A Desmarais, and Jason W Morgan. 2021. Inferential network analysis.
Elliott, Matthew, and Benjamin Golub. 2022. “Networks and Economic Fragility.” Annual Review of Economics 14 (1): 665–96.
Farrell, Henry, and Bruce Schneier. 2018. “Common-Knowledge Attacks on Democracy.” SSRN Scholarly Paper ID 3273111. Rochester, NY: Social Science Research Network.
Farrell, Henry, and Cosma Shalizi. 2012. “Cognitive Democracy.” Crooked Timber 23.
———. n.d.a. “An Outline of Cognitive Democracy,” 44.
———. n.d.b. “Evolutionary Theory and the Dynamics of Institutional Change,” 41.
Farrell, Henry, and Cosma Rohilla Shalizi. 2021. “9 Pursuing Cognitive Democracy.” In 9 Pursuing Cognitive Democracy, 209–31. University of Chicago Press.
Gleeson, James P., Davide Cellai, Jukka-Pekka Onnela, Mason A. Porter, and Felix Reed-Tsochas. 2014. “A Simple Generative Model of Collective Online Behavior.” Proceedings of the National Academy of Sciences 111 (29): 10411–15.
Graham, Bryan S. 2015. “Methods of Identification in Social Networks.” Annual Review of Economics 7 (1): 465–85.
Harris, Jenine K. 2013. An Introduction to Exponential Random Graph Modeling. SAGE Publications.
Hennig, Marina, Ulrik Brandes, Jürgen Pfeffer, and Ines Mergel. 2012. Studying Social Networks: A Guide to Empirical Research. Campus Verlag.
Jackson, Matthew O. 2008. Social and Economic Networks. Princeton University Press.
Jackson, Matthew O. 2009. “Social Structure, Segregation, and Economic Behavior.” Presented as the Nancy Schwartz Memorial Lecture, February.
———. 2011. “An Overview of Social Networks and Economic Applications.” In Handbook of Social Economics, edited by Jess Benhabib, Alberto Bisin, and Matthew O. Jackson, 1:511–85. North-Holland.
———. 2014. “Networks in the Understanding of Economic Behaviors.” Journal of Economic Perspectives 28 (4): 3–22.
———. 2018. “The Friendship Paradox and Systematic Biases in Perceptions and Social Norms.” Journal of Political Economy 127 (2): 777–818.
———. 2020. “A Typology of Social Capital and Associated Network Measures.” Social Choice and Welfare 54 (2): 311–36.
Jackson, Matthew O., Brian W. Rogers, and Yves Zenou. 2017. “The Economic Consequences of Social-Network Structure.” Journal of Economic Literature 55 (1): 49–95.
Jackson, Matthew O., Brian Rogers, and Yves Zenou. 2016. “Networks: An Economic Perspective.” SSRN Scholarly Paper ID 2827341. Rochester, NY: Social Science Research Network.
Jackson, Matthew O., and Yves Zenou. 2015. “Games on Networks.” In Handbook of Game Theory with Economic Applications, edited by H. Peyton Young and Shmuel Zamir, 4:95–163. Elsevier.
Kito, Tomomi, Alexandra Brintrup, Steve New, and Felix Reed-Tsochas. 2014. “The Structure of the Toyota Supply Network: An Empirical Analysis.” SSRN Scholarly Paper ID 2412512. Rochester, NY: Social Science Research Network.
McElreath, Richard, and Robert Boyd. 2007. Mathematical Models of Social Evolution: A Guide for the Perplexed. University Of Chicago Press.
Montanari, Andrea, and Amin Saberi. 2010. “The Spread of Innovations in Social Networks.” Proceedings of the National Academy of Sciences 107 (47): 20196–201.
Moral Sentiments and Material Interests: The Foundations of Cooperation in Economic Life. 2006. The MIT Press.
Nettleton, David F. 2013. “Data Mining of Social Networks Represented as Graphs.” Computer Science Review 7 (February): 1–34.
New, Steve, Tomomi Kito, Alexandra Brintrup, and Felix Reed-Tsochas. 2011. “Modeling Supply Networks: A Structural Analysis of the Toyota Supply Chain.” In. Cambridge, UK.
Odlyzko, Andrew, and Benjamin Tilly. 2005. “A Refutation of Metcalfe’s Law and a Better Estimate for the Value of Networks and Network Interconnections.”
Onnela, J P, and Felix Reed-Tsochas. 2010. “Spontaneous Emergence of Social Influence in Online Systems.” Proceedings of the National Academy of Sciences 107 (43): 18375–80.
Ormerod, Paul. 2006. “Hayek, the Intellectuals and Socialism, and Weighted Scale-Free Networks.” Economic Affairs 26: 41–47.
Ormerod, Paul, and R Alexander Bentley. 2010. “Modelling Creative Innovation.” Cultural Science 3 (1).
Ormerod, Paul, and Rich Colbaugh. 2006. “Cascades of Failure and Extinction in Evolving Complex Systems.” Journal of Artificial Societies and Social Simulation 9.
Ormerod, Paul, and Greg Wiltshire. 2009. “‘Binge’ Drinking in the UK: A Social Network Phenomenon.” Mind & Society 8 (2): 135–52.
Paula, Áureo de. 2020. “Econometric Models of Network Formation.” Annual Review of Economics 12 (1): 775–99.
Robins, Garry. 2015. Doing Social Network Research: Network-Based Research Design for Social Scientists. SAGE.
Saavedra, Serguei, Janet Efstathiou, and Felix Reed-Tsochas. 2007. “Identifying the Underlying Structure and Dynamic Interactions in a Voting Network.” Physica A: Statistical Mechanics and Its Applications 377 (2): 672–88.
Saavedra, Serguei, Felix Reed-Tsochas, and Brian Uzzi. 2009. “A Simple Model of Bipartite Cooperation for Ecological and Organizational Networks.” Nature 457 (7228): 463–66.
Snijders, Tom A.B. 2011. “Statistical Models for Social Networks.” Annual Review of Sociology 37 (1): 131–53.
Uzzi, Brian, Luis AN Amaral, and Felix Reed-Tsochas. 2007. “Small-World Networks and Management Science Research: A Review.” European Management Review 4 (2): 77–91.
Young, H Peyton. 1996. “The Economics of Convention.” The Journal of Economic Perspectives 10 (2): 105–22.
———. 1998a. “Conventional Contracts.” The Review of Economic Studies 65 (4): 773–92.
———. 1998b. Individual Strategy and Social Structure : An Evolutionary Theory of Institutions. Princeton, N.J.: Princeton University Press.
———. 1998c. “Social Norms and Economic Welfare.” European Economic Review 42 (3): 821–30.
———. 2002. “The Diffusion of Innovations in Social Networks.”
———. 2004. Strategic Learning and Its Limits. Oxford [England] ; New York: Oxford University Press.
———. 2005. “The Spread of Innovations Through Social Learning.”
———. 2006. “Social Dynamics: Theory and Applications.” Handbook of Computational Economics 2: 1081–1108.
Young, H. Peyton. 2011. “The Dynamics of Social Innovation.” Proceedings of the National Academy of Sciences 108 (Supplement 4): 21285–91.
———. 2015. “The Evolution of Social Norms.” Annual Review of Economics 7 (1): 359–87.
No comments yet. Why not leave one?