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Information Criteria for Impulse Response Function Matching Estimation

Author

Listed:
  • Jim Nason

    (Atlanta Fed)

  • Barbara Rossi

    (Duke University)

  • Atsushi Inoue

    (University of British Columbia)

  • Alastair Hall

    (Manchester University)

Abstract

We propose a new Information Criterion for Impulse Response Function Matching estimators of the parameters of a structural model based on classical Minimum Distance estimation. The advantages of our procedure are that: (i) it improves the efficiency of the estimates of the model's deep parameters; (ii) it allows the researcher to select the impulse responses that are more informative about the deep parameters. Our criterion applies to impulse responses estimated by VARs, local projections, as well as simulation methods. An empirical application to the estimation of representative Dynamic Stochastic General Equilibrium models show that our method can substantially improve inference.

Suggested Citation

  • Jim Nason & Barbara Rossi & Atsushi Inoue & Alastair Hall, 2007. "Information Criteria for Impulse Response Function Matching Estimation," 2007 Meeting Papers 293, Society for Economic Dynamics.
  • Handle: RePEc:red:sed007:293
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    References listed on IDEAS

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    5. Razin, Assaf & Sadka, Efraim & Yuen, Chi-Wa, 1998. "A pecking order of capital inflows and international tax principles," Journal of International Economics, Elsevier, pages 45-68.
    6. Albuquerque, Rui & Loayza, Norman & Serven, Luis, 2005. "World market integration through the lens of foreign direct investors," Journal of International Economics, Elsevier, pages 267-295.
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    9. Albuquerque, Rui & Loayza, Norman & Serven, Luis, 2005. "World market integration through the lens of foreign direct investors," Journal of International Economics, Elsevier, pages 267-295.
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    Citations

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    Cited by:

    1. Òscar Jordà & Sharon Kozicki, 2007. "Estimation and Inference by the Method of Projection Minimum Distance," Staff Working Papers 07-56, Bank of Canada.
    2. Hall, Alastair R. & Inoue, Atsushi & Nason, James M. & Rossi, Barbara, 2012. "Information criteria for impulse response function matching estimation of DSGE models," Journal of Econometrics, Elsevier, pages 499-518.
    3. Aghion, Philippe & Algan, Yann & Cahuc, Pierre, 2008. "Can Policy Influence Culture? Minimum Wage and the Quality of Labor Relations," CEPREMAP Working Papers (Docweb) 0801, CEPREMAP.
    4. Hall, Alastair R. & Inoue, Atsushi & Nason, James M. & Rossi, Barbara, 2012. "Information criteria for impulse response function matching estimation of DSGE models," Journal of Econometrics, Elsevier, pages 499-518.
    5. Morten O. Ravn & Karel Mertens, 2008. "The Aggregate Effects of Anticipated and Unanticipated U.S. Tax Policy Shocks: Theory and Empirical Evidence," 2008 Meeting Papers 575, Society for Economic Dynamics.
    6. Anna Kormilitsina, 2009. "Oil Price Shocks and the Optimality of Monetary Policy," Departmental Working Papers 0901, Southern Methodist University, Department of Economics.
    7. Ronel Elul & Piero Gottardi, 2015. "Bankruptcy: Is It Enough to Forgive or Must We Also Forget?," American Economic Journal: Microeconomics, American Economic Association, pages 294-338.
    8. Karel Mertens & Morten Overgaard Ravn, 2011. "Understanding the Aggregate Effects of Anticipated and Unanticipated Tax Policy Shocks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 27-54, January.
    9. Ravn, Morten O. & Schmitt-Grohe, Stephanie & Uribe, Martín & Uuskula, Lenno, 2010. "Deep habits and the dynamic effects of monetary policy shocks," Journal of the Japanese and International Economies, Elsevier, pages 236-258.
    10. Riccardo DiCecio & Edward Nelson, 2007. "An estimated DSGE model for the United Kingdom," Review, Federal Reserve Bank of St. Louis, issue Jul, pages 215-232.
    11. Anna Kormilitsina, 2011. "Oil Price Shocks and the Optimality of Monetary Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 199-223, January.
    12. Ravn, Morten O. & Schmitt-Grohe, Stephanie & Uribe, Martín & Uuskula, Lenno, 2010. "Deep habits and the dynamic effects of monetary policy shocks," Journal of the Japanese and International Economies, Elsevier, pages 236-258.

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