IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Log in (now much improved!) to save this paper

Monetary Policy in an Uncertain World : Probability Models and the Design of Robust Monetary Rules

  • Paul Levine

    (National Institute of Public Finance and Policy)

The past forty years or so has seen a remarkable transformation in macro-models used by central banks, policymakers and forecasting bodies. This papers describes this transformation from reduced-form behavioural equations estimated separately, through to contemporary micro-founded dynamic stochastic general equilibrium (DSGE) models estimated by systems methods. In particular by treating DSGE models estimated by Bayesian-Maximum-Likelihood methods I argue that they can be considered as probability models in the sense described by Sims (2007) and be used for risk-assessment and policy design. This is true for any one model, but with a range of models on oer it is possible also to design interest rate rules that are simple and robust across the rival models and across the distribution of parameter estimates for each of these rivals as in Levine et al. (2008). After making models better in a number of important dimensions, a possible road ahead is to consider rival models as being distinguished by the model of expectations. This would avoid becoming `a prisoner of a single system' at least with respect to expectations formation where, as I argue, there is relatively less consensus on the appropriate modelling strategy.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.eaber.org/node/21853
Download Restriction: no

Paper provided by East Asian Bureau of Economic Research in its series Macroeconomics Working Papers with number 21853.

as
in new window

Length:
Date of creation: Jan 2010
Date of revision:
Handle: RePEc:eab:macroe:21853
Contact details of provider: Postal:
JG Crawford Building #13, Asia Pacific School of Economics and Government, Australian National University, ACT 0200

Web page: http://www.eaber.org

More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Andrew T. Levin & Alexei Onatski & John Williams & Noah M. Williams, 2006. "Monetary Policy Under Uncertainty in Micro-Founded Macroeconometric Models," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 229-312 National Bureau of Economic Research, Inc.
  2. Fernández-Villaverde, Jesús, 2009. "The Econometrics of DSGE Models," CEPR Discussion Papers 7157, C.E.P.R. Discussion Papers.
  3. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
  4. Fabio Canova & Luca Sala, 2005. "Back to square one: Identification issues in DSGE models," Economics Working Papers 927, Department of Economics and Business, Universitat Pompeu Fabra, revised Sep 2006.
  5. R. Myerson., 2010. "Nash Equilibrium and the History of Economic Theory," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 6.
  6. Pablo Neumeyer & Fabrizio Perri, 2004. "Business cycles in emerging economies: the role of interest rates," Staff Report 335, Federal Reserve Bank of Minneapolis.
  7. Paul Levine & Joseph Pearlman & George Perendia & Bo Yang, 2010. "Endogenous Persistence in an Estimated DSGE Model under Imperfect Information," School of Economics Discussion Papers 0310, School of Economics, University of Surrey.
  8. Batini, Nicoletta & Kim, Young-Bae & Levine, Paul & Lotti, Emanuela, 2011. "Informal Labour and Credit Markets: A Survey," Working Papers 11/94, National Institute of Public Finance and Policy.
  9. Goodfriend, Marvin & McCallum, Bennett T., 2007. "Banking and interest rates in monetary policy analysis: A quantitative exploration," Journal of Monetary Economics, Elsevier, vol. 54(5), pages 1480-1507, July.
  10. Nicoletta Batini & Vasco Gabriel & Paul Levine & Joseph Pearlman, 2010. "A Floating versus Managed Exchange Rate Regime in a DSGE Model of India," School of Economics Discussion Papers 0410, School of Economics, University of Surrey.
  11. C. John McDermott & Eswar S Prasad & Pierre-Richard Agénor, 1999. "Macroeconomic Fluctuations in Developing Countries; Some Stylized Facts," IMF Working Papers 99/35, International Monetary Fund.
  12. Philip R. Lane & Michael B. Devereux,Juanyi Xu, 2005. "Exchange Rates and Monetary Policy in Emerging Market Economies," The Institute for International Integration Studies Discussion Paper Series iiisdp036, IIIS.
  13. Mark Gertler & Simon Gilchrist & Fabio M. Natalucci, 2007. "External Constraints on Monetary Policy and the Financial Accelerator," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2-3), pages 295-330, 03.
  14. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2009. "New Keynesian Models: Not Yet Useful for Policy Analysis," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 242-66, January.
  15. Andrew Levin & Volker Wieland & John C. Williams, 2003. "The Performance of Forecast-Based Monetary Policy Rules Under Model Uncertainty," American Economic Review, American Economic Association, vol. 93(3), pages 622-645, June.
  16. M. Hashem Pesaran & Ron P. Smith, 2006. "Macroeconometric Modelling with a Global Perspective," CESifo Working Paper Series 1659, CESifo Group Munich.
  17. Campbell, John Y., 2003. "Consumption-based asset pricing," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 13, pages 803-887 Elsevier.
  18. Robert J. Shiller, 1998. "Human Behavior and the Efficiency of the Financial System," NBER Working Papers 6375, National Bureau of Economic Research, Inc.
  19. Marco Ratto, 2008. "Analysing DSGE Models with Global Sensitivity Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 31(2), pages 115-139, March.
  20. Luis Felipe Cespedes & Roberto Chang & Andres Velasco, 2000. "Balance Sheets and Exchange Rate Policy," NBER Working Papers 7840, National Bureau of Economic Research, Inc.
  21. Cook, David, 2004. "Monetary policy in emerging markets: Can liability dollarization explain contractionary devaluations?," Journal of Monetary Economics, Elsevier, vol. 51(6), pages 1155-1181, September.
  22. Vasco Cúrdia, 2005. "Monetary Policy under Sudden Stops," International Finance 0510025, EconWPA, revised 02 Nov 2005.
  23. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2009. "Quantitative Macroeconomics with Heterogeneous Households," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 319-354, 05.
  24. Olivier Blanchard, 2009. "The State of Macro," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 209-228, 05.
  25. Luo Yulei & Young Eric R, 2009. "Rational Inattention and Aggregate Fluctuations," The B.E. Journal of Macroeconomics, De Gruyter, vol. 9(1), pages 1-43, April.
  26. Blanchard, Olivier & Galí, Jordi, 2006. "A New Keynesian model with unemployment," CFS Working Paper Series 2007/08, Center for Financial Studies (CFS).
  27. Guillermo A. Calvo, 1998. "Capital Flows and Capital-Market Crises: The Simple Economics of Sudden Stops," Journal of Applied Economics, Universidad del CEMA, vol. 1, pages 35-54, November.
  28. Paul Levine & Joseph Pearlman, 2007. "Robust Monetary Rules under Unstructured and Structured Model Uncertainty," School of Economics Discussion Papers 0707, School of Economics, University of Surrey.
  29. Schneider, Friedrich, 2005. "Shadow economies around the world: what do we really know?," European Journal of Political Economy, Elsevier, vol. 21(3), pages 598-642, September.
  30. Mehra, Rajnish & Prescott, Edward C., 1985. "The equity premium: A puzzle," Journal of Monetary Economics, Elsevier, vol. 15(2), pages 145-161, March.
  31. Robert J. Barro, 2007. "Rare Disasters, Asset Prices, and Welfare Costs," NBER Working Papers 13690, National Bureau of Economic Research, Inc.
  32. Levine, Paul & McAdam, Peter & Pearlman, Joseph G. & Pierse, Richard, 2008. "Risk Management in Action. Robust monetary policy rules under structured uncertainty," Working Paper Series 0870, European Central Bank.
  33. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393 Elsevier.
  34. Carlos Thomas, 2006. "Search and matching frictions and optimal monetary policy," LSE Research Online Documents on Economics 19782, London School of Economics and Political Science, LSE Library.
  35. Simon Gilchrist, 2003. "Financial Markets and Financial Leverage in a Two-Country World-Economy," Working Papers Central Bank of Chile 228, Central Bank of Chile.
  36. Paul Levine & Joseph Pearlman & George Perendia, 2007. "Estimating DSGE Models under Partial Information," CDMA Working Paper Series 200722, Centre for Dynamic Macroeconomic Analysis.
  37. Frank Smets & Raf Wouters, 2002. "An estimated dynamic stochastic general equilibrium model of the euro area," Working Paper Research 35, National Bank of Belgium.
  38. Blake LeBaron & Leigh Tesfatsion, 2008. "Modeling Macroeconomies as Open-Ended Dynamic Systems of Interacting Agents," American Economic Review, American Economic Association, vol. 98(2), pages 246-50, May.
  39. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-70, November.
  40. Batini, Nicoletta & Justiniano, Alejandro & Levine, Paul & Pearlman, Joseph, 2006. "Robust inflation-forecast-based rules to shield against indeterminacy," Journal of Economic Dynamics and Control, Elsevier, vol. 30(9-10), pages 1491-1526.
  41. Nicoletta Batini & Paul Levine & Emanuela Lotti, 2011. "The Costs and Benefits of Informality," School of Economics Discussion Papers 0211, School of Economics, University of Surrey.
  42. Hansen, Lars Peter & Sargent, Thomas J., 2003. "Robust control of forward-looking models," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 581-604, April.
  43. Gilchrist, Simon, 2007. "Comment on: Banking and interest rates in monetary policy analysis: A quantitative exploration," Journal of Monetary Economics, Elsevier, vol. 54(5), pages 1508-1514, July.
  44. Friedrich Schneider, 2005. "Shadow Economies of 145 Countries all over the World: What Do We Really Know?," CREMA Working Paper Series 2005-13, Center for Research in Economics, Management and the Arts (CREMA).
  45. Sims, Christopher A., 2005. "Rational inattention: a research agenda," Discussion Paper Series 1: Economic Studies 2005,34, Deutsche Bundesbank, Research Centre.
  46. Alan Greenspan, 2004. "Risk and Uncertainty in Monetary Policy," American Economic Review, American Economic Association, vol. 94(2), pages 33-40, May.
  47. Levine, Paul & Pearlman, Joseph, 2010. "Robust monetary rules under unstructured model uncertainty," Journal of Economic Dynamics and Control, Elsevier, vol. 34(3), pages 456-471, March.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:eab:macroe:21853. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Shiro Armstrong)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.