Frontiers of finance: Evolution and efficient markets
arXiv:adap-org/9912001 · doi:10.1073/pnas.96.18.9991
Abstract
In this review article we explore several recent advances in the quantitative modeling of financial markets. We begin with the Efficient Markets Hypothesis and describe how this controversial idea has stimulated a number of new directions of research, some focusing on more elaborate mathematical models that are captable of rationalizing the empirical facrts, others taking a completely different different tack in rejecting rationality altogether. One of the most promising directions is to view financial markets from a biological perspective and, specifically, with an evolutionary framework in which markets, instruments, institutions, and investors interact and evolve dynamically according to the "law" of economic selection. Under this view, financial agents compete and adapt, but they do not necessarily do so in an optimal fashion. Evolutionary and ecological models of financial markets is truly a new frontier whose exploration has just begun.
2 pages
Cited by in corpus (20)
- Life is physics: evolution as a collective phenomenon far from equilibrium
- A network analysis of countries' export flows: firm grounds for the building blocks of the economy
- Ideas are Not Replicators but Minds Are
- The Peter Principle Revisited: A Computational Study
- Theory of the evolutionary minority game
- Evolution as context-driven actualization of potential: Toward an interdisciplinary theory of change of state
- Efficient Promotion Strategies in Hierarchical Organizations
- Generalized minority games with adaptive trend-followers and contrarians
- Market Imitation and Win-Stay Lose-Shift strategies emerge as unintended patterns in market direction guesses
- Physical approach to price momentum and its application to momentum strategy
- Hierarchical causality in financial economics
- Activity Dependent Branching Ratios in Stocks, Solar X-ray Flux, and the Bak-Tang-Wiesenfeld Sandpile Model
- Coordination, intermittency and trends in generalized Minority Games
- Interacting Agent Feedback Finance Model
- Limited profit in predictable stock markets
- Serial correlation and heterogeneous volatility in financial markets: beyond the LeBaron effect
- Selection mechanisms affect volatility in evolving markets
- The competitiveness versus the wealth of a country
- Instability and Information
- Evidence of Self-Organization in Time Series of Capital Markets