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Differentiable State-Space Models and Hamiltonian Monte Carlo Estimation
Childers, David; Fernández-Villaverde, Jesús; Perla, Jesse - National Bureau of Economic Research - 2022
We propose a methodology to take dynamic stochastic general equilibrium (DSGE) models to the data based on the combination of differentiable state-space models and the Hamiltonian Monte Carlo (HMC) sampler. First, we introduce a method for implicit automatic differentiation of perturbation...
Persistent link: https://www.econbiz.de/10013435135
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An auxiliary particle filter for nonlinear dynamic equilibrium models
Yang, Yuan; Wang, Lu - In: Economics letters 144 (2016), pp. 112-114
Persistent link: https://www.econbiz.de/10011617229
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Piecewise-linear approximations and filtering for DSGE models with occasionally-binding constraints
Aruoba, S. Borağan; Cuba-Borda, Pablo; Higa-Flores, Kenji - In: Review of economic dynamics 41 (2021), pp. 96-120
Persistent link: https://www.econbiz.de/10012872924
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Invertibility and VAR representations of time-varying dynamic stochastic general equilibrium models
Cavicchioli, Maddalena - In: Computational economics 55 (2020) 1, pp. 61-86
Persistent link: https://www.econbiz.de/10012222592
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Tempered particle filtering
Herbst, Edward P.; Schorfheide, Frank - In: Journal of econometrics 210 (2019) 1, pp. 26-44
Persistent link: https://www.econbiz.de/10012303367
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DSGE model with financial frictions over subsets of business cycle frequencies
Gallegati, Marco; Giri, Federico; Palestrini, Antonio - In: Journal of economic dynamics & control 100 (2019), pp. 152-163
Persistent link: https://www.econbiz.de/10012130956
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Nowcasting GDP growth for small open economies with a mixed-frequency structural model
Yau, Ruey; Hueng, C. James - In: Computational economics 54 (2019) 1, pp. 177-198
Persistent link: https://www.econbiz.de/10012134110
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Forecast evaluation of DSGE models : linear and nonlinear likelihood
Chin, Kuo-Hsuan - In: Journal of forecasting 41 (2022) 6, pp. 1099-1130
Persistent link: https://www.econbiz.de/10013465683
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Piecewise-linear approximations and filtering for DSGE models with occasionally binding constraints
Aruoba, S. Borağan; Cuba-Borda, Pablo; Higa-Flores, Kenji - 2020
Persistent link: https://www.econbiz.de/10012314239
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Chapter 9. Solution and Estimation Methods for DSGE Models
Fernández-Villaverde, J.; Rubio-Ramírez, J.F.; … - In: Handbook of macroeconomics : volume 2, v. 2A-2B SET, (pp. 527-724). 2016
This chapter provides an overview of solution and estimation techniques for dynamic stochastic general equilibrium models. We cover the foundations of numerical approximation techniques as well as statistical inference and survey the latest developments in the field.
Persistent link: https://www.econbiz.de/10014024288