IDEAS home Printed from https://ideas.repec.org/p/fip/fedgif/516.html
   My bibliography  Save this paper

Block distributed methods for solving multi-country econometric models

Author

Listed:

Abstract

This paper examines variations on a baseline Fair-Taylor algorithm used to solve multi-country, rational expectations models. One notable feature of these variations is the ability to exploit small-scale distributed processing using a network of workstations or PCs. Using four processors to solve MX-4 (152 endogenous variables), the largest speedup factor relative to Fair-Taylor is 59; for RE-7 (978 endogenous variables) the maximum speedup factor is 12.

Suggested Citation

  • Jon Faust & Ralph W. Tryon, 1995. "Block distributed methods for solving multi-country econometric models," International Finance Discussion Papers 516, Board of Governors of the Federal Reserve System (U.S.).
    • Handle: RePEc:fip:fedgif:516
    as

    Download full text from publisher

    File URL: http://www.federalreserve.gov/pubs/ifdp/1995/516/default.htm
    Download Restriction: no
    File URL: http://www.federalreserve.gov/pubs/ifdp/1995/516/ifdp516.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Fair, Ray C & Taylor, John B, 1983. "Solution and Maximum Likelihood Estimation of Dynamic Nonlinear Rational Expectations Models," Econometrica, Econometric Society, vol. 51(4), pages 1169-1185, July.
    2. Gilli, Manfred, 1992. "Causal Ordering and Beyond," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(4), pages 957-971, November.
    3. Mansur, Ahsan & Whalley, John, 1982. "A Decomposition Algorithm for General Equilibrium Computation with Application to International Trade Models," Econometrica, Econometric Society, vol. 50(6), pages 1547-1557, November.
    4. Faust, Jon & Tryon, Ralph, 1995. "A Distributed Block Approach to Solving Near-Block-Diagonal Systems with an Application to a Large Macroeconometric Model," Computational Economics, Springer;Society for Computational Economics, vol. 8(4), pages 303-316, November.
    5. Gilli, M & Pauletto, G & Garbely, M, 1992. "Equation Reordering for Iterative Processes--A Comment," Computer Science in Economics & Management, Kluwer;Society for Computational Economics, vol. 5(2), pages 147-153, May.
    6. Blanchard, Olivier Jean & Kahn, Charles M, 1980. "The Solution of Linear Difference Models under Rational Expectations," Econometrica, Econometric Society, vol. 48(5), pages 1305-1311, July.
    7. Fisher, P. G. & Hallett, A. J. Hughes, 1988. "Efficient solution techniques for linear and non-linear rational expectations models," Journal of Economic Dynamics and Control, Elsevier, vol. 12(4), pages 635-657, November.
    8. Boucekkine, Raouf, 1995. "An alternative methodology for solving nonlinear forward-looking models," Journal of Economic Dynamics and Control, Elsevier, vol. 19(4), pages 711-734, May.
    9. van der Laan, Gerard, 1985. "The Computation of General Equilibrium in Economies with a Block Diagonal Pattern," Econometrica, Econometric Society, vol. 53(3), pages 658-665, May.
    10. Joseph E. Gagnon, 1989. "A forward-looking multicountry model: MX3," International Finance Discussion Papers 359, Board of Governors of the Federal Reserve System (U.S.).
    Full references (including those not matched with items on IDEAS)

    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.
    1. Adrien Auclert & Bence Bardóczy & Matthew Rognlie & Ludwig Straub, 2021. "Using the Sequence‐Space Jacobian to Solve and Estimate Heterogeneous‐Agent Models," Econometrica, Econometric Society, vol. 89(5), pages 2375-2408, September.
    2. Ludwig, Alexander, 2007. "The Gauss-Seidel-quasi-Newton method: A hybrid algorithm for solving dynamic economic models," Journal of Economic Dynamics and Control, Elsevier, vol. 31(5), pages 1610-1632, May.
    3. Faust, Jon & Tryon, Ralph, 1995. "A Distributed Block Approach to Solving Near-Block-Diagonal Systems with an Application to a Large Macroeconometric Model," Computational Economics, Springer;Society for Computational Economics, vol. 8(4), pages 303-316, November.
    4. Coenen, Gunter & Wieland, Volker, 2003. "The zero-interest-rate bound and the role of the exchange rate for monetary policy in Japan," Journal of Monetary Economics, Elsevier, vol. 50(5), pages 1071-1101, July.
    5. Coenen Günter & Orphanides Athanasios & Wieland Volker, 2004. "Price Stability and Monetary Policy Effectiveness when Nominal Interest Rates are Bounded at Zero," The B.E. Journal of Macroeconomics, De Gruyter, vol. 4(1), pages 1-25, February.
    6. Juillard, Michel & Laxton, Douglas & McAdam, Peter & Pioro, Hope, 1998. "An algorithm competition: First-order iterations versus Newton-based techniques," Journal of Economic Dynamics and Control, Elsevier, vol. 22(8-9), pages 1291-1318, August.
    7. Günter Coenen & Carlos Montes‐Galdón & Frank Smets, 2023. "Effects of State‐Dependent Forward Guidance, Large‐Scale Asset Purchases, and Fiscal Stimulus in a Low‐Interest‐Rate Environment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(4), pages 825-858, June.
    8. Stradi-Granados, Benito A. & Haven, Emmanuel, 2010. "The use of interval arithmetic in solving a non-linear rational expectation based multiperiod output-inflation process model: The case of the IN/GB method," European Journal of Operational Research, Elsevier, vol. 203(1), pages 222-229, May.
    9. Armstrong, John & Black, Richard & Laxton, Douglas & Rose, David, 1998. "A robust method for simulating forward-looking models," Journal of Economic Dynamics and Control, Elsevier, vol. 22(4), pages 489-501, April.
    10. Yongyang Cai & Kenneth L. Judd, 2023. "A simple but powerful simulated certainty equivalent approximation method for dynamic stochastic problems," Quantitative Economics, Econometric Society, vol. 14(2), pages 651-687, May.
    11. Bodenstein, Martin, 2010. "Trade elasticity of substitution and equilibrium dynamics," Journal of Economic Theory, Elsevier, vol. 145(3), pages 1033-1059, May.
    12. Aksoy, Yunus & Orphanides, Athanasios & Small, David & Wieland, Volker & Wilcox, David, 2006. "A quantitative exploration of the opportunistic approach to disinflation," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 1877-1893, November.
    13. Manfred Gilli & Giorgio Pauletto, "undated". "An Application of Nonstationary Iterative Methods for Solving a Multi-Country Model with Rational Expectations," Computing in Economics and Finance 1996 _045, Society for Computational Economics.
    14. Coenen, Günter & Montes-Galdón, Carlos & Schmidt, Sebastian, 2021. "Macroeconomic stabilisation and monetary policy effectiveness in a low-interest-rate environment," Journal of Economic Dynamics and Control, Elsevier, vol. 132(C).
    15. Ric D. Herbert & Peter Stemp & Peter J. Stemp, 2000. "Exploiting Model Structure to Solve the Dynamics of a Macro Model," CESifo Working Paper Series 266, CESifo.
    16. Gilli, Manfred & Pauletto, Giorgio, 1997. "Sparse direct methods for model simulation," Journal of Economic Dynamics and Control, Elsevier, vol. 21(6), pages 1093-1111, June.
    17. Eric Jondeau & Grégory Levieuge & Jean-Guillaume Sahuc & Gauthier Vermandel, 2022. "Environmental Subsidies to Mitigate Transition risk," EconomiX Working Papers 2022-21, University of Paris Nanterre, EconomiX.
    18. Mathilde Le Moigne & Francesco Saraceno & Sébastien Villemot, 2016. "Probably Too Little, Certainly Too Late. An Assessment of the Juncker Investment Plan," PSE Working Papers hal-03459360, HAL.
    19. Lindé, Jesper & Smets, Frank & Wouters, Rafael, 2016. "Challenges for Central Banks´ Macro Models," Working Paper Series 323, Sveriges Riksbank (Central Bank of Sweden).
    20. Di Bartolomeo Giovanni & Hughes Hallett Andrew & Acocella Nicola, 2013. "When Can Policy Makers Anchor Expectations? Dynamic controllability and the limits to time inconsistency," wp.comunite 0104, Department of Communication, University of Teramo.

    More about this item

    Keywords

    Econometric models;

    Statistics

    Access and download statistics

    Corrections

    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:fip:fedgif:516. 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: Ryan Wolfslayer ; Keisha Fournillier (email available below). General contact details of provider: https://edirc.repec.org/data/frbgvus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.