We study the consumption based asset pricing model due to Lucas (1978). The exogenous endowment sequence is modeled as a linear stochastic process driven by stable shocks in an otherwise standard framework. The Gaussian process emerges as a special case. We derive exact analytical solutions for...

I present a model of industry dynamics resulting from competition between forward looking, heterogeneous firms that face three simultaneous challenges: learning in the process of production, competing against new entrants able to imitate best practice (albeit imperfectly), and enduring...

We show how applications in computational economics can take advantage of modern parallel architectures to reduce the computation time in a wide array of models that have been, to date, computationally intractable. The specific application comes from solving a portfolio choice model over the...

Most rational addiction models focus on how drinking and smoking are made when young. Yet, the costs of drinking and smoking generally come later in life. We focus on the decisions of the elderly where individuals know their propensity for addiction but are uncertain about their future earnings...

This paper considers the economic implications of having unit roots in stochastic processes of variables like consumption or GDP. Using a variety of models, we develop indirect tests for unit roots based on sharp distinctions that should arise when the scale variable is either difference...

This paper introduces a notion of learning as found in formal learning theory. This concept of learning enables us to investigate the idea that certain market institutions have the desirable property that they reduce the difficulty of adaptive learning, hence facilitating inductive reasoning. To...

A notion of forecast quality is defined that is appropriate when returns forecasts are used in a simple investment decision. The relation between the conditional distribution of returns and optimal point forecasts for a risk neutral investor is characterised and it is shown that the conditional...

The rapid growth of a global electronic market place, together with the establishment of standard negotiation protocols, currently leads to the development of multi-agent architectures in which artificial agents can negotiate on behalf of their users. Ideally, these agents should be able to...

Many optimization methods are available at the present time. The software that implements a particular method may not be available to all users or the software may require a compiler not readily available to all users. The software may require extensive modifications before it can run on a...

A computational model of competing multi-unit firms, such as a retail chain, is developed in which unit managers and corporate staff continually search for better practices while consumers search among units to find a better match. The main objective of this research is to determine how the...