BIS Working Papers
No 1241
Estimating nonlinear
heterogeneous agent
models with neural
networks
by Hanno Kase, Leonardo Melosi, Matthias Rottner
Monetary and Economic Department
January 2025
JEL classification: C11, C45, D31, E32, E52.
Keywords: Neural networks, heterogeneous agents,
nonlinearity, aggregate uncertainty, HANK, zero lower
bound.
BIS Working Papers are written by members of the Monetary and Economic
Department of the Bank for International Settlements, and from time to time by ...


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