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Solving linear DSGE models with Bernoulli iterations

  • This paper presents and compares Bernoulli iterative approaches for solving linear DSGE models. The methods are compared using nearly 100 different models from the Macroeconomic Model Data Base (MMB) and different parameterizations of the monetary policy rule in the medium-scale New Keynesian model of Smets and Wouters (2007) iteratively. I find that Bernoulli methods compare favorably in solving DSGE models to the QZ, providing similar accuracy as measured by the forward error of the solution at a comparable computation burden. The method can guarantee convergence to a particular, e.g., unique stable, solution and can be combined with other iterative methods, such as the Newton method, lending themselves especially to refining solutions.

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Author:Alexander Meyer-GohdeORCiD
URN:urn:nbn:de:hebis:30:3-691991
URL:https://www.imfs-frankfurt.de/de/forschung/imfs-working-papers/details/mm_publication/detail/publication/solving-linear-dsge-models-with-bernoulli-iterations.html
Series (Serial Number):Working paper series / Institute for Monetary and Financial Stability (182)
Publisher:Johann Wolfgang Goethe-Univ., Inst. for Monetary and Financial Stability
Place of publication:Frankfurt am Main
Document Type:Working Paper
Language:English
Year of Completion:2023
Year of first Publication:2023
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2023/05/10
Tag:DSGE; Numerical accuracy; Solution methods
Edition:May 3, 2023
Page Number:50
Note:
This research was supported by the DFG through grant nr. 465469938 “Numerical diagnostics and improvements for the solution of linear dynamic macroeconomic models“.
Institutes:Wirtschaftswissenschaften / Wirtschaftswissenschaften
Wissenschaftliche Zentren und koordinierte Programme / Institute for Monetary and Financial Stability (IMFS)
Wissenschaftliche Zentren und koordinierte Programme / Center for Financial Studies (CFS)
Wissenschaftliche Zentren und koordinierte Programme / Sustainable Architecture for Finance in Europe (SAFE)
Dewey Decimal Classification:3 Sozialwissenschaften / 33 Wirtschaft / 330 Wirtschaft
JEL-Classification:C Mathematical and Quantitative Methods / C6 Mathematical Methods and Programming / C61 Optimization Techniques; Programming Models; Dynamic Analysis
C Mathematical and Quantitative Methods / C6 Mathematical Methods and Programming / C63 Computational Techniques; Simulation Modeling (Updated!)
E Macroeconomics and Monetary Economics / E1 General Aggregative Models / E17 Forecasting and Simulation
Sammlungen:Universitätspublikationen
Licence (German):License LogoDeutsches Urheberrecht