Solving Heterogeneous-Agent Models with Parameterized Cross-Sectional Distributions
Wouter Den Haan,
Yann Algan and
Olivier Allais ()
Authors registered in the RePEc Author Service: Wouter Denhaan ()
No 6062, CEPR Discussion Papers from C.E.P.R. Discussion Papers
Abstract:
A new algorithm is developed to solve models with heterogeneous agents and aggregate uncertainty that avoids some disadvantages of the prevailing algorithm that strongly relies on simulation techniques and is easier to implement than existing algorithms. A key aspect of the algorithm is a new procedure that parameterizes the cross-sectional distribution, which makes it possible to avoid Monte Carlo integration. The paper also develops a new simulation procedure that not only avoids cross-sectional sampling variation but is also more than ten times faster than the standard procedure of simulating an economy with a large but finite number of agents. This procedure can help to improve the efficiency of the most popular algorithm in which simulation procedures play a key role.
Keywords: Incomplete markets; Numerical solution; Projection method; Simulation (search for similar items in EconPapers)
JEL-codes: C63 D52 (search for similar items in EconPapers)
Date: 2007-01
New Economics Papers: this item is included in nep-cmp and nep-dge
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (3)
Downloads: (external link)
https://cepr.org/publications/DP6062 (application/pdf)
CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
Related works:
Journal Article: Solving heterogeneous-agent models with parameterized cross-sectional distributions (2008) 
Working Paper: Solving heterogeneous-agent models with parameterized cross-sectional distributions (2008)
Working Paper: Solving heterogeneous-agent models with paramaterized cross-sectional distribution (2008) 
Working Paper: Solving heterogeneous-agent models with paramaterized cross-sectional distribution (2008) 
Working Paper: Solving Heterogeneous-agent Models with Parameterized Cross-sectional Distributions (2007) 
Working Paper: Solving Heterogeneous-agent Models with Parameterized Cross-sectional Distributions (2007) 
Working Paper: Solving heterogeneous-agent models with parameterized cross-sectional distributions (2006) 
Working Paper: Solving Heterogeneous-agent Models with Parameterized Cross-sectional Distributions (2006) 
Working Paper: Solving Heterogeneous-agent Models with Parameterized Cross-sectional Distributions (2006) 
Working Paper: Solving heterogeneous-agent models with parameterized cross-sectional distributions (2006) 
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:cpr:ceprdp:6062
Ordering information: This working paper can be ordered from
https://cepr.org/publications/DP6062
Access Statistics for this paper
More papers in CEPR Discussion Papers from C.E.P.R. Discussion Papers Centre for Economic Policy Research, 33 Great Sutton Street, London EC1V 0DX.
Bibliographic data for series maintained by ().