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Impulse Response Functions for Self-Exciting Nonlinear Models
September 2023 • Neville Francis, Michael T. Owyang, Daniel Soques
We calculate impulse response functions from regime-switching models where the driving variable can respond to the shock.Two methods used to estimate the impulse responses in these models are generalized impulse response functions and local projections.Local projections depend on the observed switches in the data, while generalized impulse response functions rely on correctly specifying regime process.Using Monte Carlos with different misspecifications, we determine under what conditions either method is preferred…
Impulse Response
Physics
Computer Science
Mathematics
Classical Mechanics
Mathematical Analysis
Quantum Mechanics