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Human Complex Systems in the Economy and in Finance Paul Jorion, Ph.D. Paul Jorion, Ph.D. UCLA, October 16, 2007. Particles and fields. Agent-Based Models and Equation-Based Models The complexity approach amounts to being prepared to adopt both simultaneously
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Human Complex Systems in the Economy and in Finance Paul Jorion, Ph.D. Paul Jorion, Ph.D. UCLA, October 16, 2007
Particles and fields • Agent-Based Models and Equation-Based Models • The complexity approach amounts to being prepared to adopt both simultaneously • The two approaches should be consistent • If both ABM and EBM can be produced there is evidence of emergence
Reasons vs. causes • Requires clarification of “objectivity” / “subjectivity” • Complement each other: final cause vs. efficient cause • Structure vs. sentiment • Field: cause – structure; Particle: reason – sentiment • Agents are able to interrupt positive feedbacks • Following a rule: when reason and cause conflate
Economics and finance? • Methodological individualism as an obstacle • When the whole is bigger than the sum of the parts • What methodological individualism fails to explain • The collective may emerge although individuals are unaware of it • Production responding to consumption requirements • Family size • Carrying capacity vs. witchcraft accusations • “Reasons” may be misguided
The “invisible hand” in nature • von Foerster’s magnetized cubes • termite mounds • Self-organization or the shape of randomness? • The shape results from constraints on the building blocks or on the builders
The “invisible hand” on the markets • Adam Smith’s “An Inquiry into the Nature and Causes of the Wealth of Nations” (1776) • Aristotle’s “philia” • Prices and the predator / prey model (Lotka-Volterra) • Actors may erroneously believe their representations and strategies lead to the final outcome
References (1) • Paul Jorion, All-brother crews in the North-Atlantic. Canadian Review of Sociology and Anthropology, 19, 4, 1982: 513 526 • Geneviève Debos & Paul Jorion, La transmission des savoirs, Maison des Sciences de l’Homme, Paris, 1984 • Paul Jorion, Chayanov should be right: Testing "Chayanov's Rule" in a French fishing community. in E.P. Durrenberger (ed.), Chayanov, Peasants and Economic Anthropology, Academic Press, New York – London, 1984: 71-95. • Paul Jorion, Le sujet dans la parenté africaine. in Aspects du malaise dans la civilisation. Psychanalyse au CNRS, Navarin, Paris, 1987: 174-181
References (2) • Paul Jorion, Accounting for human activity through physics, Cybernetics and Systems, 35, No 2-3, 2004: 275-284; http://eclectic.ss.uci.edu/~drwhite/EMCSR02papers/Jorion_EMCSR.PDF • Paul Jorion, Adam Smith’s “Invisible Hand” Revisited, Proceedings of the 1st World Conference on Simulation of Social Systems, Kyoto, August 2006, Vol. I, Springer Verlag : 247-254 http://www.pauljorion.com/blog/wp-content/uploads/2007/04/adamsmith-kyoto_rev.pdf • Paul Jorion, Reasons vs. Causes. Emergence as experienced by the human agent, Structure and Dynamics: eJournal of Anthropological and Related Sciences: Vol. 2: No. 1, 2007: Article 1 http://repositories.cdlib.org/imbs/socdyn/sdeas/vol2/iss1/art1/ • Paul Jorion, Stock prices and the shape of randomness, Oct. 5, 2007 http://www.pauljorion.com/blog_en/?p=76