************************************************* DIMACS Workshop on Markets as Predictive Devices (Information Markets) February 2-4, 2005 DIMACS Center, Rutgers University, Piscataway, NJ Organizers: Robin Hanson, George Mason University, rhanson@gmu.edu John Ledyard, California Institute of Technology, jledyard@hss.caltech.edu David Pennock, Overture Services, David.Pennock@overture.com Presented under the auspices of the Special Focus on Computation and the Socio-Economic Sciences. ************************************************ For decades, economists have studied an astonishing "side effect'' of financial and wagering markets: their ability to serve as highly accurate forecasting devices. This workshop aims to explore the use of markets as a substitute for, or complement to, more traditional forecasting tools. We will examine how information flows from traders to the market and back again, how market mechanisms process information, how market prices communicate information and forecasts, and what mechanisms best foster accurate and statistically-testable predictions. The workshop will bring together researchers and practitioners from a variety of relevant fields, including economics, finance, computer science, and statistics, in both academia and industry, to discuss the state of the art today, and the challenges and prospects for tomorrow. A market designed from the outset for information gathering and forecasting is called an information market. Information markets can be used to elicit a collective estimate of the expected value or probability of a random variable, reflecting information dispersed across an entire population of traders. The market prediction is not usually an average or median of individual opinions, but is a complex summarization reflecting the game-theoretic interplay of traders as they obtain and leverage information, and as they react to the actions of others obtaining and leveraging their own information, etc. In the best case scenario, the market price reflects a forecast that is a perfect Bayesian integration of all the information spread across all of the traders, properly accounting even for redundancy. This is the equilibrium scenario called rational expectations in the economics literature, and is the assumption underlying the strong form of the efficient markets hypothesis in finance. The degree to which market forecasts approach optimality in practice, or at least surpass other known methods of forecasting, is remarkable. Supporting evidence can be found in empirical studies of options markets, commodity futures markets, political stock markets, sports betting markets, horse racing markets, market games, laboratory investigations of experimental markets, and field tests. In nearly all these cases, to the extent that the financial instruments or bets are tied to real-world events, market prices reveal a reliable forecast about the likely unfolding of those events, often beating expert opinions or polls. Despite a growing experimental literature, many questions remain regarding how best to design, deploy, analyze, and understand information markets, including both technical challenges (e.g., designing combinatorial exchanges and social challenges (e.g., overcoming legal and ethical concerns). The search for answers will benefit from input from economists (including specialists in mechanism design, experimental economics, financial markets, wagering markets, and rational expectations theory), statisticians and decision theorists (including experts in forecasting, belief aggregation, group decision making, Bayesian updating, and opinion polling), and computer scientists (including experts in combinatorial exchanges, distributed computing, information theory, and mixing worst-case and Bayesian analysis). This workshop will seek to bring together a variety of experts representing these fields, to engage in a dialog describing current and future research directions to facilitate the design, refinement, and proliferation of markets as predictive devices. As part of the workshop, one or more tutorials are planned for the benefit of students and other newcomers to the field; little or no background knowledge will be assumed. ************************************************************** Call for Participation: This workshop will include talks on information markets (a.k.a, prediction markets, event markets, or idea futures) by a number of distinguished invited speakers. Speakers will cover a range of topics including mechanism design, experiments, analysis, policy, and industry experience. Speakers will include representatives from academia, industry, and government. The workshop will feature research talks, opinions, reports of industry experience, and discussion of government policy from the perspective of a number of fields, including economics, business, finance, computer science, gambling/gaming, and policy. See the workshop program for more details. The workshop will feature a tutorial session on Wednesday afternoon (Feb. 2, 2005) to help those new to the field get up to speed. The workshop will include a panel discussion on the Policy Analysis Market (a.k.a., "Terror Futures") and a "rump" session where anyone who requests time can have the floor for five minutes to speak on any relevant topic. To participate in the rump session, please email David Pennock at pennockd@yahoo-inc.com. ************************************************************** Registration Fees: (Pre-registration deadline: January 26, 2005) Please see website for additional registration information. ********************************************************************* Information on participation, registration, accomodations, and travel can be found at: http://dimacs.rutgers.edu/Workshops/Markets/ **PLEASE BE SURE TO PRE-REGISTER EARLY** ******************************************************************* --------------------------------------------------------------------- The Cryptography Mailing List Unsubscribe by sending "unsubscribe cryptography" to majordomo@metzdowd.com --- end forwarded text -- ----------------- R. A. Hettinga The Internet Bearer Underwriting Corporation http://www.ibuc.com/ 44 Farquhar Street, Boston, MA 02131 USA "... however it may deserve respect for its usefulness and antiquity, [predicting the end of the world] has not been found agreeable to experience." -- Edward Gibbon, 'Decline and Fall of the Roman Empire'