Using Parallelization to Solve a Macroeconomic Model: A Parallel Parameterized Expectations Algorithm
Author
Abstract
Suggested Citation
DOI: 10.1007/s10614-008-9142-6
Download full text from publisher
As the access to this document is restricted, you may want to
for a different version of it.References listed on IDEAS
- Michael Creel, 2007. "I ran four million probits last night: HPC clustering with ParallelKnoppix," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 215-223.
- Maliar, Lilia & Maliar, Serguei, 2003.
"Parameterized Expectations Algorithm and the Moving Bounds,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 88-92, January.
- Lilia Maliar & Serguei Maliar, 2001. "Parametrized Expectations Algorithm And The Moving Bounds," Working Papers. Serie AD 2001-23, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Lilia Maliar & Serguei Maliar, 2003. "Matlab code for Solving a Neoclassical Growh Model with a Parametrized Expectations Algorithm and Moving Bounds," QM&RBC Codes 54, Quantitative Macroeconomics & Real Business Cycles.
- Albert Marcet & David A. Marshall, 1994.
"Solving nonlinear rational expectations models by parameterized expectations: convergence to stationary solutions,"
Discussion Paper / Institute for Empirical Macroeconomics
91, Federal Reserve Bank of Minneapolis.
- Albert Marcet & David A. Marshall, 1994. "Solving nonlinear rational expectations models by parameterized expectations: convergence to stationary solutions," Working Paper Series, Macroeconomic Issues 94-20, Federal Reserve Bank of Chicago.
- Albert Marcet & David A. Marshall, 1994. "Solving nonlinear rational expectations models by parameterized expectations: Convergence to stationary solutions," Economics Working Papers 76, Department of Economics and Business, Universitat Pompeu Fabra.
- Michael Creel, 2005. "User-Friendly Parallel Computations with Econometric Examples," UFAE and IAE Working Papers 637.05, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Christiano, Lawrence J. & Fisher, Jonas D. M., 2000.
"Algorithms for solving dynamic models with occasionally binding constraints,"
Journal of Economic Dynamics and Control, Elsevier, vol. 24(8), pages 1179-1232, July.
- Lawrence J. Christiano & Jonas D.M. Fisher, 1994. "Algorithms for Solving Dynamic Models with Occasionally Binding Constraints," University of Western Ontario, Departmental Research Report Series 9404, University of Western Ontario, Department of Economics.
- Lawrence J. Christiano & Jonas D. M. Fisher, 1997. "Algorithms for solving dynamic models with occasionally binding constraints," Working Paper Series, Macroeconomic Issues WP-97-15, Federal Reserve Bank of Chicago.
- Lawrence J. Christiano & Jonas D. M. Fisher, 1994. "Algorithms for solving dynamic models with occasionally binding constraints," Working Paper Series, Macroeconomic Issues 94-6, Federal Reserve Bank of Chicago.
- Lawrence J. Christiano & Jonas D. M. Fisher, 1994. "Algorithms for solving dynamic models with occasionally binding constraints," Staff Report 171, Federal Reserve Bank of Minneapolis.
- Lawrence J. Christiano & Jonas D. M. Fisher, 1997. "Algorithms for solving dynamic models with occasionally binding constraints," Working Papers (Old Series) 9711, Federal Reserve Bank of Cleveland.
- Lawrence J. Christiano & Jonas D.M. Fisher, 1997. "Algorithms for Solving Dynamic Models with Occasionally Binding Constraints," NBER Technical Working Papers 0218, National Bureau of Economic Research, Inc.
- Albert Marcet & Guido Lorenzoni, 1998.
"Parameterized expectations approach; Some practical issues,"
Economics Working Papers
296, Department of Economics and Business, Universitat Pompeu Fabra.
- Albert Marcet & Guido Lorenzoni, 1998. "The Parameterized Expectations Approach: Some Practical Issues," QM&RBC Codes 128, Quantitative Macroeconomics & Real Business Cycles.
- Michael Creel, 2005. "User-Friendly Parallel Computations with Econometric Examples," Computational Economics, Springer;Society for Computational Economics, vol. 26(2), pages 107-128, October.
- Marimon, Ramon & Scott, Andrew (ed.), 1999. "Computational Methods for the Study of Dynamic Economies," OUP Catalogue, Oxford University Press, number 9780198294979.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Yi-Ting Chen & Edward W. Sun & Yi-Bing Lin, 2020. "Machine learning with parallel neural networks for analyzing and forecasting electricity demand," Computational Economics, Springer;Society for Computational Economics, vol. 56(2), pages 569-597, August.
- Kenneth Judd & Lilia Maliar & Serguei Maliar, 2009.
"Numerically Stable Stochastic Simulation Approaches for Solving Dynamic Economic Models,"
NBER Working Papers
15296, National Bureau of Economic Research, Inc.
- Serguei Maliar & Lilia Maliar & Kenneth Judd, 2010. "Numerically Stable Stochastic Simulation Approaches for Solving Dynamic Economic Models," 2010 Meeting Papers 280, Society for Economic Dynamics.
- Lilia Maliar, 2015.
"Assessing gains from parallel computation on a supercomputer,"
Economics Bulletin, AccessEcon, vol. 35(1), pages 159-167.
- Lilia Maliar, 2013. "Assessing gains from parallel computation on supercomputers," Working Papers. Serie AD 2013-10, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Gary S. Anderson, 2018. "Reliably Computing Nonlinear Dynamic Stochastic Model Solutions: An Algorithm with Error Formulas," Finance and Economics Discussion Series 2018-070, Board of Governors of the Federal Reserve System (U.S.).
- Maliar, Lilia & Maliar, Serguei, 2005.
"Solving nonlinear dynamic stochastic models: an algorithm computing value function by simulations,"
Economics Letters, Elsevier, vol. 87(1), pages 135-140, April.
- Lilia Maliar & Serguei Maliar, 2004. "Solving Nonlinear Dynamic Stochastic Models: An Algorithm Computing Value Functions By Simulations," Working Papers. Serie AD 2004-37, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- repec:spo:wpmain:info:hdl:2441/3ug0u3qte39q7rqvbmij9rb993 is not listed on IDEAS
- Fernández-Villaverde, J. & Rubio-RamÃrez, J.F. & Schorfheide, F., 2016.
"Solution and Estimation Methods for DSGE Models,"
Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 527-724,
Elsevier.
- Jesus Fernandez-Villaverde & Juan Rubio-RamÃrez & Frank Schorfheide, 2015. "Solution and Estimation Methods for DSGE Models," PIER Working Paper Archive 15-042, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 09 Dec 2015.
- Jesús Fernández-Villaverde & Juan F. Rubio Ramírez & Frank Schorfheide, 2016. "Solution and Estimation Methods for DSGE Models," NBER Working Papers 21862, National Bureau of Economic Research, Inc.
- Rubio-RamÃrez, Juan Francisco & Schorfheide, Frank & Fernández-Villaverde, Jesús, 2015. "Solution and Estimation Methods for DSGE Models," CEPR Discussion Papers 11032, Centre for Economic Policy Research.
- Kenneth Judd & Lilia Maliar & Serguei Maliar, 2009.
"Numerically Stable Stochastic Simulation Approaches for Solving Dynamic Economic Models,"
NBER Working Papers
15296, National Bureau of Economic Research, Inc.
- Serguei Maliar & Lilia Maliar & Kenneth Judd, 2010. "Numerically Stable Stochastic Simulation Approaches for Solving Dynamic Economic Models," 2010 Meeting Papers 280, Society for Economic Dynamics.
- Lilia Maliar & Serguei Maliar, 2005.
"Parameterized Expectations Algorithm: How to Solve for Labor Easily,"
Computational Economics, Springer;Society for Computational Economics, vol. 25(3), pages 269-274, June.
- Lilia Maliar & Serguei Maliar, 2004. "Parameterized Expectations Algorithm: How To Solve For Labor Easily," Working Papers. Serie AD 2004-40, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Michael Creel, 2009. "A Data Mining Approach to Indirect Inference," UFAE and IAE Working Papers 788.09, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC), revised 25 Oct 2009.
- Ángel Gavilán & Juan A. Rojas, 2009. "Solving Portfolio Problems with the Smolyak-Parameterized Expectations Algorithm," Working Papers 0838, Banco de España.
- Alfonso Novales & Javier J. PÈrez, 2004.
"Is It Worth Refining Linear Approximations to Non-Linear Rational Expectations Models?,"
Computational Economics, Springer;Society for Computational Economics, vol. 23(4), pages 343-377, June.
- Alfonso Novales & Javier J. Pérez, 2002. "Is it Worth Refining Linear Approximations to Non-Linear Rational Expectations Models?," Economic Working Papers at Centro de Estudios Andaluces E2002/15, Centro de Estudios Andaluces.
- Paul Pichler, 2005. "Evaluating Approximate Equilibria of Dynamic Economic Models," Vienna Economics Papers 0510, University of Vienna, Department of Economics.
- Michael Creel & William Goffe, 2008.
"Multi-core CPUs, Clusters, and Grid Computing: A Tutorial,"
Computational Economics, Springer;Society for Computational Economics, vol. 32(4), pages 353-382, November.
- William L. Goffe & Michael Creel, 2005. "Multi-core CPUs, Clusters and Grid Computing: a Tutorial," Computing in Economics and Finance 2005 438, Society for Computational Economics.
- Gianluca Femminis, 2007.
"From simple growth to numerical simulations: a primer in dynamic programming,"
DISCE - Quaderni dell'Istituto di Teoria Economica e Metodi Quantitativi
itemq0745, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
- Gianluca Femminis, 2016. "From Simple Growth To Numerical Simulations: A Primer In Dynamic Programming," DISCE - Working Papers del Dipartimento di Economia e Finanza def050, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
- Posch, Olaf & Trimborn, Timo, 2013.
"Numerical solution of dynamic equilibrium models under Poisson uncertainty,"
Journal of Economic Dynamics and Control, Elsevier, vol. 37(12), pages 2602-2622.
- Olaf Posch & Timo Trimborn, 2011. "Numerical Solution of Dynamic Equilibrium Models under Poisson Uncertainty," DEGIT Conference Papers c016_044, DEGIT, Dynamics, Economic Growth, and International Trade.
- Olaf Posch & Timo Trimborn, 2011. "Numerical Solution of Dynamic Equilibrium Models under Poisson Uncertainty," CESifo Working Paper Series 3431, CESifo.
- Hull, Isaiah, 2015.
"Approximate dynamic programming with post-decision states as a solution method for dynamic economic models,"
Journal of Economic Dynamics and Control, Elsevier, vol. 55(C), pages 57-70.
- Hull, Isaiah, 2013. "Approximate dynamic programming with postdecision states as a solution method for dynamic economic models," Working Paper Series 276, Sveriges Riksbank (Central Bank of Sweden).
- Aruoba, S. Boragan & Fernandez-Villaverde, Jesus & Rubio-Ramirez, Juan F., 2006.
"Comparing solution methods for dynamic equilibrium economies,"
Journal of Economic Dynamics and Control, Elsevier, vol. 30(12), pages 2477-2508, December.
- S. Boragan Aruoba & Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez, 2003. "Comparing Solution Methods for Dynamic Equilibrium Economies," PIER Working Paper Archive 04-003, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- S. B. Aruoba & Jesús Fernández-Villaverde & Juan F. Rubio-Ramirez, 2005. "Comparing Solution Methods for Dynamic Equilibrium Economies," Levine's Bibliography 122247000000000855, UCLA Department of Economics.
- S. Boragan Aruoba & Jesús Fernández-Villaverde & Juan F. Rubio-Ramirez, 2003. "Comparing solution methods for dynamic equilibrium economies," FRB Atlanta Working Paper 2003-27, Federal Reserve Bank of Atlanta.
- S. Boragan Aruoba & Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez, 2003. "Chebyshev Polynomials," QM&RBC Codes 119, Quantitative Macroeconomics & Real Business Cycles.
- S. Boragan Aruoba & Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez, 2003. "Value Function Iteration," QM&RBC Codes 121, Quantitative Macroeconomics & Real Business Cycles.
- S. Boragan Aruoba & Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez, 2003. "Finite Elements Method," QM&RBC Codes 118, Quantitative Macroeconomics & Real Business Cycles.
- S. Boragan Aruoba & Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez, 2003. "Perturbation (2nd and 5th order)," QM&RBC Codes 120, Quantitative Macroeconomics & Real Business Cycles.
- S. Boragan Aruoba & Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez, 2003. "Linear and Log-Linear Approximation," QM&RBC Codes 117, Quantitative Macroeconomics & Real Business Cycles.
- Serguei Maliar & John Taylor & Lilia Maliar, 2016. "The Impact of Alternative Transitions to Normalized Monetary Policy," 2016 Meeting Papers 794, Society for Economic Dynamics.
- José Cao-Alvira, 2010. "Finite Elements in the Presence of Occasionally Binding Constraints," Computational Economics, Springer;Society for Computational Economics, vol. 35(4), pages 355-370, April.
- Pérez, Javier J. & Sánchez, A. Jesús, 2009. "Alternatives to initialize the Parameterized Expectations Algorithm," Economics Letters, Elsevier, vol. 102(2), pages 116-118, February.
- Dennis, Richard & Kirsanova, Tatiana, 2014. "Computing Markov-Perfect Optimal Policies in Business-Cycle Models," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon TN 2015-64, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Klaeffling, Matt & López Pérez, Víctor, 2003. "Inflation targets and the liquidity trap," Working Paper Series 272, European Central Bank.
- Michel Juillard & Tarik Ocaktan, 2008.
"Méthodes de simulation des modèles stochastiques d'équilibre général,"
Economie & Prévision, La Documentation Française, vol. 0(2), pages 115-126.
- Tarik Ocaktan & Michel Juillard, 2008. "Méthodes de simulation des modèles stochastiques d'équilibre général," Économie et Prévision, Programme National Persée, vol. 183(2), pages 115-126.
- Michel Juillard & Tarik Ocaktan, 2008. "Méthodes de simulation des modèles stochastiques d'équilibre général," PSE-Ecole d'économie de Paris (Postprint) hal-00813425, HAL.
- Michel Juillard & Tarik Ocaktan, 2008. "Méthodes de simulation des modèles stochastiques d'équilibre général," Post-Print hal-00813425, HAL.
More about this item
Keywords
; ; ; ; ; ; ;JEL classification:
- E20 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - General (includes Measurement and Data)
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
- C88 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Other Computer Software
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:compec:v:32:y:2008:i:4:p:343-352. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/kap/compec/v32y2008i4p343-352.html