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Efficient Aggregation in Heterogeneous Agents Models with Bounded Rationality

Giorgi Nikolaishvili () and David Evans ()
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David Evans: University of Oregon

No 124, Working Papers from Wake Forest University, Economics Department

Abstract: Simulations of heterogeneous agents models with boundedly rational agents and multiple markets in the style of Krusell and Smith (1997, 1998) require solving for market-clearing conditions at each period to determine temporary equilibria. Existing solution procedures can be computationally intensive, especially in settings with a high-dimensional state space and a large number of agents. We suggest a new method for approximating temporary equilibria in heterogeneous agents models that offers a speedup of multiple orders of magnitude compared to a conventional benchmark. We demonstrate the effectiveness of our procedure by applying it to a model with heterogeneous boundedly rational agents featuring a large idiosyncratic state space.

Keywords: Heterogeneous agents; equilibrium approximation; policy function aggregation; market clearing (search for similar items in EconPapers)
JEL-codes: C63 C68 (search for similar items in EconPapers)
Pages: 13 pages
Date: 2025-03-11
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