Gong, Rui, Page, Frank and Wooders, Myrna (2015) Endogenous correlated network dynamics. Systemic Risk Centre Discussion Papers (39). Systemic Risk Centre, The London School of Economics and Political Science, London, UK.
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Abstract
We model the structure and strategy of social interactions prevailing at any point in time as a directed network and we address the following open question in the theory of social and economic network formation: given the rules of network and coalition formation, preferences of individuals over networks, strategic behavior of coalitions in forming networks, and the trembles of nature, what network and coalitional dynamics are likely to emerge and persist. Our main contributions are to formulate the problem of network and coalition formation as a dynamic, stochastic game and to show that: (i) the game possesses a correlated stationary Markov equilibrium (in network and coalition formation strategies), (ii) together with the trembles of nature, this correlated stationary equilibrium determines an equilibrium Markov process of network and coalition formation, and (iii) this endogenous Markov process possesses a finite set of ergodic measures, and generates a finite, disjoint collection of nonempty subsets of networks and coalitions, each constituting a basin of attraction. Moreover, we extend to the setting of endogenous Markov dynamics the notions of pairwise stability (Jackson-Wolinsky, 1996) and the path dominance core (Page-Wooders, 2009a). We show that in order for any network-coalition pair to emerge and persist, it is necessary that the pair reside in one of finitely many basins of attraction. The results we obtain here for endogenous network dynamics and stochastic basins of attraction are the dynamic analogs of our earlier results on endogenous network formation and strategic basins of attraction in static, abstract games of network formation (Page and Wooders, 2009a), and build on the seminal contributions of Jackson and Watts (2002), Konishi and Ray (2003), and Dutta, Ghosal, and Ray (2005).
| Item Type: | Monograph (Discussion Paper) |
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| Official URL: | http://www.systemicrisk.ac.uk/ |
| Additional Information: | © 2015 The Authors |
| Divisions: | Systemic Risk Centre |
| Subjects: | H Social Sciences > HB Economic Theory |
| JEL classification: | A - General Economics and Teaching > A1 - General Economics > A14 - Sociology of Economics C - Mathematical and Quantitative Methods > C7 - Game Theory and Bargaining Theory > C71 - Cooperative Games C - Mathematical and Quantitative Methods > C7 - Game Theory and Bargaining Theory > C72 - Noncooperative Games |
| Date Deposited: | 21 Jan 2016 14:42 |
| Last Modified: | 15 Sep 2023 23:37 |
| Projects: | ES/K002309/1 |
| Funders: | ESRC |
| URI: | http://eprints.lse.ac.uk/id/eprint/65098 |
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