2017
DOI: 10.1515/snde-2016-0065
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Semi-global solutions to DSGE models: perturbation around a deterministic path

Abstract: This study proposes an approach based on a perturbation technique to construct global solutions to dynamic stochastic general equilibrium models (DSGE). The main idea is to expand a solution in a series of powers of a small parameter scaling the uncertainty in the economy around a solution to the deterministic model, i.e. the model where the volatility of the shocks vanishes. If a deterministic path is global in state variables, then so are the constructed solutions to the stochastic model, whereas these solut… Show more

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Cited by 5 publications
(4 citation statements)
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“…Another way to combine the extended path with the perturbation method is presented in Ajevskis (2017). He augments the certainty equivalent solution by a pointwise second‐order accurate estimate of boldgnormalstoch and boldhnormalstoch.…”
Section: The Extended Perturbation Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…Another way to combine the extended path with the perturbation method is presented in Ajevskis (2017). He augments the certainty equivalent solution by a pointwise second‐order accurate estimate of boldgnormalstoch and boldhnormalstoch.…”
Section: The Extended Perturbation Methodsmentioning
confidence: 99%
“…Extended perturbation instead modifies the solution from the extended path by adding the perturbation approximation of boldgnormalstoch and boldhnormalstoch to this solution. Thus, the loadings for the uncertainty correction in extended perturbation are only computed at the steady state, whereas the uncertainty correction in Ajevskis (2017) is limited to second order in the current implementation and must be recomputed at every value of boldxt, making this method computationally more demanding than extended perturbation in long simulations.…”
Section: The Extended Perturbation Methodsmentioning
confidence: 99%
“…However, the implementation of this method is nontrivial, in particular, in models with multiple state variables. Ajevskis (2017) proposed a method in which the certainty equivalent solution à la Fair and Taylor (1983) is improved by incorporating higher order perturbation terms. Furthermore, Krusell and Smith (2015) developed a related numerical method that combines perturbation of distributions and approximate aggregation in line with Krusell and Smith (1998) to solve for a transition path in a multi‐region climate change model.…”
Section: Efp Limitationsmentioning
confidence: 99%
“… Other related path‐solving methods are shooting methods, for example, Lipton, Poterba, Sachs, and Summers (1980), Atolia and Buffie (2009a, 2009b); a continuous‐time analysis of Chen (1999); a parametric path method of Judd (2002); an EP method built on Newton‐style solver of Heer and Maußner (2010); a framework for analyzing time‐dependent linear rational expectation models of Cagliarini and Kulish (2013); a nonlinear predictive control method for value function iteration of Grüne, Semmler, and Stieler (2015); refinements of the EP method, for example, Adjemian and Juillard (2013), Krusell and Smith (2015), and Ajevskis (2017). …”
mentioning
confidence: 99%