An Evolutionary Route to Rational Expectations
نویسندگان
چکیده
Evolutionary game theory provides a fresh perspective on the prospects that agents with heterogeneous expectations might eventually come to agree on a single expectation. We establish conditions under which convergence of beliefs could occur, but also show that persistent heterogeneous expectations can arise if those conditions do not hold. The critical element is the degree of curvature in payoff weighting functions agents use to value forecasting performance. We illustrate our results in the context of an asset pricing model where a martingale solution competes with the fundamental solution for agents’ attention.
منابع مشابه
Testing for Stochastic Non- Linearity in the Rational Expectations Permanent Income Hypothesis
The Rational Expectations Permanent Income Hypothesis implies that consumption follows a martingale. However, most empirical tests have rejected the hypothesis. Those empirical tests are based on linear models. If the data generating process is non-linear, conventional tests may not assess some of the randomness properly. As a result, inference based on conventional tests of linear models can b...
متن کاملHeterogeneous beliefs and the non-linear cobweb model
This paper generalizes the evolutionary cobweb model with heterogeneous beliefs of Brock and Hommes (1997. Econometrica 65, 1059}1095), to the case of non-linear demand and supply. Agents choose between a simple, freely available prediction strategy such as naive expectations and a sophisticated, costly prediction strategy such as rational expectations, and update their beliefs according to an ...
متن کاملA consistent route to randomness
Fully rational agents are allowed to optimize over expectations formation technologies in an environment where it is costly to collect and process information. It is shown in a general equilibrium framework that optimization over expectations by rational and forward oriented agents can lead to endogenous instability. Specifically, we illustrate that resulting equilibria can be both chaotic and ...
متن کاملEvolutionary Selection of Individual Expectations and Aggregate Outcomes∗
In recent ‘learning to forecast’ experiments with human subjects of Hommes, et al. (2005), three different patterns in aggregate price behavior have been observed: slow monotonic convergence, permanent price oscillations and dampened price fluctuations. These different aggregate outcomes are at odds with a representative agent who is fully rational or employs a single adaptive learning rule. We...
متن کاملA Study of Driver's Route Choice Behavior Based on Evolutionary Game Theory
This paper proposes a route choice analytic method that embeds cumulative prospect theory in evolutionary game theory to analyze how the drivers adjust their route choice behaviors under the influence of the traffic information. A simulated network with two alternative routes and one variable message sign is built to illustrate the analytic method. We assume that the drivers in the transportati...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2008