On bubbling dynamics generated by a stochastic model of herd behavior
Enrico Zaninotto,
Yuri (Yuriy) Kaniovski (Kaniovskyi) () and
Loris Gaio
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Enrico Zaninotto: Dipartimento di Informatica e Studi Aziendali, Universit, di Trento, Via Inama 4, 38100 Trento, Italy
Journal of Evolutionary Economics, 2002, vol. 12, issue 5, 525-538
Abstract:
This paper suggests a class of stochastic collective learning processes exhibiting very irregular behavior. In particular, there are multimodal long run distributions. Some of these modes may vanish as the population size increases. This may be thought of as "bubbles" persistent for a finite range of population sizes but disappearing in the limit. The limit distribution proves to be a discontinuous function of parameters determining the learning process. This gives rise to another type of "bubbles": limit outcomes corresponding to small perturbations of parameters are different. Since an agent's decision rule involves imitation of the majority choice in a random sample of other members of the population, the resulting collective dynamics exhibit "herding" or "epidemic" features.
Keywords: Herd; behavior; -; Markov; chain; -; Bubbling; dynamics (search for similar items in EconPapers)
Date: 2003-01-13
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