Work

A mechanism for pockets of predictability in complex adaptive systems

Year: 2005
Type: article
Abstract: We document a mechanism operating in complex adaptive systems leading to dynamical pockets of predictability (“prediction days”), in which agents collectively take predetermined courses of action, transiently decoupled from past history. We demonstrate and test it out of sample on synthetic minority and majority games as well as on real financial time series. The surprising large frequency of these prediction days implies a collective organization of agents and of their strategies which condense into transitional herding regimes.
Language: English
Open Access status: green
OpenAlex ID: W1997917356
FWCI: 13
Cites: 13
Cited by: 63
Related to: 10