How Market Ecology Explains Market Malfunction

TL;DR

This paper applies ecological concepts to financial markets, modeling strategies as species and explaining market inefficiencies, volatility, and deviations from fundamentals through wealth dynamics and community interactions.

Contribution

It introduces a novel ecological framework for understanding market behavior, emphasizing density-dependent returns and the role of community interactions in market inefficiencies.

Findings

Market strategies' returns depend on their wealth invested.

Markets tend to deviate from efficiency due to density-dependent effects.

Ecological concepts explain market volatility and price deviations.

Abstract

Standard approaches to the theory of financial markets are based on equilibrium and efficiency. Here we develop an alternative based on concepts and methods developed by biologists, in which the wealth invested in a financial strategy is like the abundance of a species. We study a toy model of a market consisting of value investors, trend followers and noise traders. We show that the average returns of strategies are strongly density dependent, i.e. they depend on the wealth invested in each strategy at any given time. In the absence of noise the market would slowly evolve toward an efficient equilibrium, but the statistical uncertainty in profitability (which is adjusted to match real markets) makes this noisy and uncertain. Even in the long term, the market spends extended periods of time away from perfect efficiency. We show how core concepts from ecology, such as the community matrix and food webs, give insight into market behavior. The wealth dynamics of the market ecology explain how market inefficiencies spontaneously occur and gives insight into the origins of excess price volatility and deviations of prices from fundamental values.