Mathematical Finance Colloquium: Macroeconomic Modeling with Heterogeneous Agents: The Master Equation Approach

Monday, April 24 at 2:00pm to 3:00pm

Kaprielian Hall (KAP), 414
3620 South Vermont Avenue, Los Angeles, CA 90089

Matheus Grasselli, McMaster University, Canada

Abstract:
Modern mainstream macroeconomics seeks to avoid ad
hoc assumptions and inconsistent policy prescriptions by being
micro-founded, meaning that models of aggregate behavior ought to be entirely derived from assumptions made on individual agents. The problem with this approach is that, as soon as some mild heterogeneity is introduced in the population of agents, the results of general equilibrium are not guaranteed to hold, as evidenced by the celebrated (albeit negative) Sonnenschein–Mantel–Debreu theorem. An alternative approach inspired by the older Keynesian revolution is to treat macroeconomics as a subject on its own right and consider the phenomenological relationships between aggregate quantities directly. This is effective and has the advantage of being much closer to available data, but still somewhat unsatisfactory, as it neglects decision making by individual agents. Another approach is to revert back to agents but abandon the constraints of equilibrium and utility optimization, often relying on numerical simulations to obtain aggregate behavior. In this talk I describe yet another alternative approach inspired by statistical physics, whereby heterogeneous agents transition between different ‘types’ according to rates that depend on aggregate variables, thereby providing an interaction between the fast time scale of individual decision making and the slower dynamics of macroeconomic aggregates.

 

Event Type

Lecture / Talk / Workshop

Campus

University Park Campus

Department

Mathematics

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