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Monetary policy in an uncertain world: Probability models and the design of robust monetary rules

  • Levine, Paul

    (University of Surrey)

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 offer 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.

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Paper provided by National Institute of Public Finance and Policy in its series Working Papers with number 10/72.

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Length: 29
Date of creation: Jul 2010
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Handle: RePEc:npf:wpaper:10/72
Note: Working Paper 72, 2010
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  1. Michael B. Devereux & Philip Lane, 2001. "Exchange Rates and Monetary Policy in Emerging Market Economies," Trinity Economics Papers 200111, Trinity College Dublin, Department of Economics.
  2. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
  3. Neumeyer, Pablo Andrés & Perri, Fabrizio, 2004. "Business Cycles in Emerging Economies: The Role of Interest Rates," CEPR Discussion Papers 4482, C.E.P.R. Discussion Papers.
  4. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-70, November.
  5. Luis Felipe Céspedes & Roberto Chang & Andrés Velasco, 2004. "Balance Sheets and Exchange Rate Policy," American Economic Review, American Economic Association, vol. 94(4), pages 1183-1193, September.
  6. Bernanke, B. & Gertler, M. & Gilchrist, S., 1998. "The Financial Accelerator in a Quantitative Business Cycle Framework," Working Papers 98-03, C.V. Starr Center for Applied Economics, New York University.
  7. LeBaron, Blake & Tesfatsion, Leigh S., 2008. "Modeling Macroeconomies As Open-Ended Dynamic Systems of Interacting Agents," Staff General Research Papers Archive 12973, Iowa State University, Department of Economics.
  8. 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.
  9. Robert J. Shiller, 1998. "Human Behavior and the Efficiency of the Financial System," Cowles Foundation Discussion Papers 1172, Cowles Foundation for Research in Economics, Yale University.
  10. Carlos Thomas, 2006. "Search and Matching Frictions and Optimal Monetary Policy," CEP Discussion Papers dp0743, Centre for Economic Performance, LSE.
  11. Olivier Blanchard & Jordi Gali, 2007. "A New Keynesian Model with Unemployment," Kiel Working Papers 1335, Kiel Institute for the World Economy.
  12. Paul Levine & Joseph Pearlman & George Perendia & Bo Yang, 2010. "Endogenous Persistence in an Estimated DSGE Model under Imperfect Information," CDMA Working Paper Series 201002, Centre for Dynamic Macroeconomic Analysis.
  13. Vasco Cúrdia, 2005. "Monetary Policy under Sudden Stops," International Finance 0510025, EconWPA, revised 02 Nov 2005.
  14. Marco Ratto, 2008. "Analysing DSGE Models with Global Sensitivity Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 31(2), pages 115-139, March.
  15. Jesús Fernández-Villaverde, 2009. "The Econometrics of DSGE Models," NBER Working Papers 14677, National Bureau of Economic Research, Inc.
  16. 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.
  17. Canova, Fabio & Sala, Luca, 2006. "Back to square one: identification issues in DSGE models," Working Paper Series 0583, European Central Bank.
  18. Marvin Goodfriend & Bennett T. McCallum, 2007. "Banking and Interest Rates in Monetary Policy Analysis: A Quantitative Exploration," NBER Working Papers 13207, National Bureau of Economic Research, Inc.
  19. M. Hashem Pesaran & Ron Smith, 2006. "Macroeconometric Modelling With A Global Perspective," Manchester School, University of Manchester, vol. 74(s1), pages 24-49, 09.
  20. Sims, Christopher A., 2005. "Rational inattention: a research agenda," Discussion Paper Series 1: Economic Studies 2005,34, Deutsche Bundesbank, Research Centre.
  21. Andrew T. Levin & Alexei Onatski & John C. Williams & Noah Williams, 2005. "Monetary policy under uncertainty in micro-founded macroeconometric models," Working Paper Series 2005-15, Federal Reserve Bank of San Francisco.
  22. 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.
  23. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2008. "New Keynesian models: not yet useful for policy analysis," Staff Report 409, Federal Reserve Bank of Minneapolis.
  24. Paul Levine & Joseph Pearlman & George Perendia, 2007. "Estimating DSGE Models under Partial Information," CDMA Working Paper Series 200722, Centre for Dynamic Macroeconomic Analysis.
  25. Mark Gertler & Simon Gilchrist & Fabio M. Natalucci, 2001. "External constraints on monetary policy and the financial accelerator," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
  26. 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.
  27. Robert J. Barro, 2009. "Rare Disasters, Asset Prices, and Welfare Costs," American Economic Review, American Economic Association, vol. 99(1), pages 243-64, March.
  28. John Y. Campbell, 2002. "Consumption-Based Asset Pricing," Harvard Institute of Economic Research Working Papers 1974, Harvard - Institute of Economic Research.
  29. Simon Gilchrist, 2004. "Financial Markets and Financial Leverage in a Two-Country World Economy," Central Banking, Analysis, and Economic Policies Book Series, in: Luis Antonio Ahumada & J. Rodrigo Fuentes & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.), Banking Market Structure and Monetary Policy, edition 1, volume 7, chapter 2, pages 027-058 Central Bank of Chile.
  30. 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.
  31. R. Mehra & E. Prescott, 2010. "The equity premium: a puzzle," Levine's Working Paper Archive 1401, David K. Levine.
  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. Alan Greenspan, 2004. "Risk and Uncertainty in Monetary Policy," American Economic Review, American Economic Association, vol. 94(2), pages 33-40, May.
  34. 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.
  35. 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.
  36. Nicoletta Batini & Alejandro Justiniano & Paul Levine & Joseph Pearlman, 2004. "Robust Inflation-Forecast-Based Rules to Shield against Indeterminacy," School of Economics Discussion Papers 0804, School of Economics, University of Surrey.
  37. 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.
  38. 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).
  39. 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.
  40. 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.
  41. 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.
  42. Frank Smets & Raf Wouters, 2003. "An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(5), pages 1123-1175, 09.
  43. Guillermo A. Calvo, 1998. "Capital Flows and Capital-Market Crises: The Simple Economics of Sudden Stops," Journal of Applied Economics, Universidad del CEMA, vol. 0, pages 35-54, November.
  44. 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.
  45. Roger B. Myerson, 1999. "Nash Equilibrium and the History of Economic Theory," Journal of Economic Literature, American Economic Association, vol. 37(3), pages 1067-1082, September.
  46. Olivier Blanchard, 2009. "The State of Macro," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 209-228, 05.
  47. 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.
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