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Forecasting and policy making

Listed author(s):
  • Wieland, Volker
  • Wolters, Maik Hendrik

Policymakers use forecasts to project the consequences of particular policy decisions for certain policy targets. This chapter investigates the use of economic forecasting in policy making by discussing practical examples, providing new empirical evidence and computing forecasts using different macroeconomic models. First, a theoretical framework is presented to differentiate the role of forecasts in simple feedback rules, optimal control policies, and forecast targeting. Then, we review institutional details of the forecasting process at fiscal authorities and central banks. We provide empirical evidence that central bank policy rate decisions in the United States and the Euro area are well described by interest rate rules responding to forecasts of inflation and economic activity rather than recent outcomes. Next, we provide a detailed exposition of methods for producing forecasts. We review forecasting models and provide practical applications. In particular, we illustrate how to use economic structure in interpreting forecasts and how to implement different conditioning assumptions regarding certain planned policy initiatives. Finally, we evaluate the accuracy of central bank and expert forecasts and investigate the interaction between forecasting and policy making by evaluating the performance and robustness of forecast-based policy rules under model uncertainty.

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Paper provided by Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS) in its series IMFS Working Paper Series with number 62.

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Date of creation: 2012
Handle: RePEc:zbw:imfswp:62
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  1. Beck, Guenter W. & Wieland, Volker, 2008. "Central bank misperceptions and the role of money in interest-rate rules," Journal of Monetary Economics, Elsevier, vol. 55(Supplemen), pages 1-17, October.
  2. Thorsten Drautzburg & Harald Uhlig, 2015. "Fiscal Stimulus and Distortionary Taxation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 894-920, October.
  3. English William B. & Nelson William R. & Sack Brian P., 2003. "Interpreting the Significance of the Lagged Interest Rate in Estimated Monetary Policy Rules," The B.E. Journal of Macroeconomics, De Gruyter, vol. 3(1), pages 1-18, April.
  4. Stephan Sauer & Jan-Egbert Sturm, 2007. "Using Taylor Rules to Understand European Central Bank Monetary Policy," German Economic Review, Verein für Socialpolitik, vol. 8, pages 375-398, 08.
  5. Jacob A. Mincer & Victor Zarnowitz, 1969. "The Evaluation of Economic Forecasts," NBER Chapters,in: Economic Forecasts and Expectations: Analysis of Forecasting Behavior and Performance, pages 3-46 National Bureau of Economic Research, Inc.
  6. Orphanides, Athanasios & Wieland, Volker, 2000. "Inflation zone targeting," European Economic Review, Elsevier, vol. 44(7), pages 1351-1387, June.
  7. Schorfheide, Frank & Sill, Keith & Kryshko, Maxym, 2010. "DSGE model-based forecasting of non-modelled variables," International Journal of Forecasting, Elsevier, vol. 26(2), pages 348-373, April.
  8. Ben S. Bernanke & Ilian Mihov, 1998. "Measuring Monetary Policy," The Quarterly Journal of Economics, Oxford University Press, vol. 113(3), pages 869-902.
  9. Orphanides, Athanasios & Wieland, Volker, 2000. "Efficient Monetary Policy Design near Price Stability," Journal of the Japanese and International Economies, Elsevier, vol. 14(4), pages 327-365, December.
  10. Volker Wieland & Maik Wolters, 2011. "The diversity of forecasts from macroeconomic models of the US economy," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 47(2), pages 247-292, June.
  11. Christiano, Lawrence & Motto, Roberto & Rostagno, Massimo, 2008. "Shocks, structures or monetary policies? The Euro Area and US after 2001," Journal of Economic Dynamics and Control, Elsevier, vol. 32(8), pages 2476-2506, August.
  12. Bernd Hayo & Boris Hofmann, 2006. "Comparing monetary policy reaction functions: ECB versus Bundesbank," Empirical Economics, Springer, vol. 31(3), pages 645-662, September.
  13. Schmitt-Grohe, Stephanie & Uribe, Martin, 2007. "Optimal simple and implementable monetary and fiscal rules," Journal of Monetary Economics, Elsevier, vol. 54(6), pages 1702-1725, September.
  14. Guenter Beck & Volker Wieland, 2008. "Central bank misperceptions and the role of money in interest rate rules," Working Paper Research 147, National Bank of Belgium.
  15. Donald L. Kohn, 2007. "John Taylor rules: a speech at the Conference on John Taylor's Contributions to Monetary Theory and Policy, Federal Reserve Bank of Dallas, Dallas, Texas, October 12, 2007," Speech 325, Board of Governors of the Federal Reserve System (U.S.).
  16. Leeper, Eric M. & Zha, Tao, 2003. "Modest policy interventions," Journal of Monetary Economics, Elsevier, vol. 50(8), pages 1673-1700, November.
  17. Mu-Chun Wang, 2009. "Comparing the DSGE model with the factor model: an out-of-sample forecasting experiment," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 28(2), pages 167-182.
  18. 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.
  19. Athanasios Orphanides & Simon van Norden, 2002. "The Unreliability of Output-Gap Estimates in Real Time," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 569-583, November.
  20. Richard Clarida & Jordi Galí & Mark Gertler, 2000. "Monetary Policy Rules and Macroeconomic Stability: Evidence and Some Theory," The Quarterly Journal of Economics, Oxford University Press, vol. 115(1), pages 147-180.
  21. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
  22. Nicoletta Batini & Andrew Haldane, 1999. "Forward-Looking Rules for Monetary Policy," NBER Chapters,in: Monetary Policy Rules, pages 157-202 National Bureau of Economic Research, Inc.
  23. Bańbura, Marta & Giannone, Domenico & Modugno, Michele & Reichlin, Lucrezia, 2013. "Now-Casting and the Real-Time Data Flow," Handbook of Economic Forecasting, Elsevier.
  24. Kimball, Miles S, 1995. "The Quantitative Analytics of the Basic Neomonetarist Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(4), pages 1241-1277, November.
  25. Wieland, Volker & Cwik, Tobias & Müller, Gernot J. & Schmidt, Sebastian & Wolters, Maik, 2012. "A new comparative approach to macroeconomic modeling and policy analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 83(3), pages 523-541.
  26. Negro, Marco Del & Schorfheide, Frank, 2013. "DSGE Model-Based Forecasting," Handbook of Economic Forecasting, Elsevier.
  27. Glenn Rudebusch & Lars E.O. Svensson, 1999. "Policy Rules for Inflation Targeting," NBER Chapters,in: Monetary Policy Rules, pages 203-262 National Bureau of Economic Research, Inc.
  28. Thorsten Drautzburg & Harald Uhlig, 2015. "Fiscal Stimulus and Distortionary Taxation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 894-920, October.
  29. Lars E. O. Svensson, 2011. "Practical Monetary Policy: Examples from Sweden and the United States," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 289-352.
  30. Marvin Goodfriend & Robert King, 1997. "The New Neoclassical Synthesis and the Role of Monetary Policy," NBER Chapters,in: NBER Macroeconomics Annual 1997, Volume 12, pages 231-296 National Bureau of Economic Research, Inc.
  31. Paez-Farrell, Juan, 2014. "Resuscitating the ad hoc loss function for monetary policy analysis," Economics Letters, Elsevier, vol. 123(3), pages 313-317.
  32. Warne, Anders & Coenen, Günter & Christoffel, Kai, 2008. "The new area-wide model of the euro area: a micro-founded open-economy model for forecasting and policy analysis," Working Paper Series 944, European Central Bank.
  33. Guenter W. Beck & Volker Wieland, 2007. "Money in Monetary Policy Design: A Formal Characterization of ECB-Style Cross-Checking," Journal of the European Economic Association, MIT Press, vol. 5(2-3), pages 524-533, 04-05.
  34. Junior Maih, 2010. "Conditional forecasts in DSGE models," Working Paper 2010/07, Norges Bank.
  35. Svensson, Lars E. O., 1999. "Inflation targeting as a monetary policy rule," Journal of Monetary Economics, Elsevier, vol. 43(3), pages 607-654, June.
  36. Christoffel, Kai & Warne, Anders & Coenen, Günter, 2010. "Forecasting with DSGE models," Working Paper Series 1185, European Central Bank.
  37. Frank Smets & Raf Wouters, 2004. "Forecasting with a Bayesian DSGE Model: An Application to the Euro Area," Journal of Common Market Studies, Wiley Blackwell, vol. 42(4), pages 841-867, November.
  38. Juillard, Michel, 1996. "Dynare : a program for the resolution and simulation of dynamic models with forward variables through the use of a relaxation algorithm," CEPREMAP Working Papers (Couverture Orange) 9602, CEPREMAP.
  39. Svensson, Lars E.O., 2010. "Inflation Targeting," Handbook of Monetary Economics,in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 22, pages 1237-1302 Elsevier.
  40. Julio Rotemberg & Michael Woodford, 1997. "An Optimization-Based Econometric Framework for the Evaluation of Monetary Policy," NBER Chapters,in: NBER Macroeconomics Annual 1997, Volume 12, pages 297-361 National Bureau of Economic Research, Inc.
  41. Fuhrer, Jeffrey C & Moore, George R, 1995. "Monetary Policy Trade-offs and the Correlation between Nominal Interest Rates and Real Output," American Economic Review, American Economic Association, vol. 85(1), pages 219-239, March.
  42. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
  43. Andrew G Haldane, 1995. "Rules, Discretion and the United Kingdom's New Monetary Framework," Bank of England working papers 40, Bank of England.
  44. Gerlach, Stefan & Schnabel, Gert, 2000. "The Taylor rule and interest rates in the EMU area," Economics Letters, Elsevier, vol. 67(2), pages 165-171, May.
  45. Clarida, Richard & Gali, Jordi & Gertler, Mark, 1998. "Monetary policy rules in practice Some international evidence," European Economic Review, Elsevier, vol. 42(6), pages 1033-1067, June.
  46. Ratto, Marco & Roeger, Werner & Veld, Jan in 't, 2009. "QUEST III: An estimated open-economy DSGE model of the euro area with fiscal and monetary policy," Economic Modelling, Elsevier, vol. 26(1), pages 222-233, January.
  47. Cogan, John F. & Cwik, Tobias & Taylor, John B. & Wieland, Volker, 2010. "New Keynesian versus old Keynesian government spending multipliers," Journal of Economic Dynamics and Control, Elsevier, vol. 34(3), pages 281-295, March.
  48. Ben S. Bernanke & Frederic S. Mishkin, 1997. "Inflation Targeting: A New Framework for Monetary Policy?," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 97-116, Spring.
  49. Athanasios Orphanides, 2001. "Monetary Policy Rules Based on Real-Time Data," American Economic Review, American Economic Association, vol. 91(4), pages 964-985, September.
  50. Igor Ermolaev & Michel Juillard & Ioan Carabenciov & Charles Freedman & Douglas Laxton & Ondrej Kamenik & Dmitry Korshunov, 2008. "A Small Quarterly Projection Model of the US Economy," IMF Working Papers 08/278, International Monetary Fund.
  51. Günter Coenen & Volker W. Wieland, 2004. "Exchange-Rate Policy and the Zero Bound on Nominal Interest Rates," American Economic Review, American Economic Association, vol. 94(2), pages 80-84, May.
  52. Graham Elliott & Allan Timmermann & Ivana Komunjer, 2005. "Estimation and Testing of Forecast Rationality under Flexible Loss," Review of Economic Studies, Oxford University Press, vol. 72(4), pages 1107-1125.
  53. Andrew T.. Levin & Volker Wieland & John Williams, 1999. "Robustness of Simple Monetary Policy Rules under Model Uncertainty," NBER Chapters,in: Monetary Policy Rules, pages 263-318 National Bureau of Economic Research, Inc.
  54. Gerlach, Stefan & Tillmann, Peter, 2012. "Inflation targeting and inflation persistence in Asia–Pacific," Journal of Asian Economics, Elsevier, vol. 23(4), pages 360-373.
  55. Flint Brayton & Peter A. Tinsley, 1996. "A guide to FRB/US: a macroeconomic model of the United States," Finance and Economics Discussion Series 96-42, Board of Governors of the Federal Reserve System (U.S.).
  56. Paul Fenton & Stephen Murchison, 2006. "ToTEM: The Bank of Canada's New Projection and Policy-Analysis Model," Bank of Canada Review, Bank of Canada, vol. 2006(Autumn), pages 5-18.
  57. Richard H. Clarida & Jordi Gali & Mark Gertler, 1998. "Monetary policy rules in practice," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
  58. Stephen Murchison & Andrew Rennison, 2006. "ToTEM: The Bank of Canada's New Quarterly Projection Model," Technical Reports 97, Bank of Canada.
  59. Fourcans, Andre & Vranceanu, Radu, 2004. "The ECB interest rate rule under the Duisenberg presidency," European Journal of Political Economy, Elsevier, vol. 20(3), pages 579-595, September.
  60. John F. Henry & L. Randall Wray, 1998. "Economic Time," Macroeconomics 9811004, EconWPA.
  61. Stefan Gerlach, 2007. "Interest Rate Setting by the ECB, 1999-2006: Words and Deeds," International Journal of Central Banking, International Journal of Central Banking, vol. 3(3), pages 1-46, September.
  62. Lars E. O. Svensson, 2003. "What Is Wrong with Taylor Rules? Using Judgment in Monetary Policy through Targeting Rules," Journal of Economic Literature, American Economic Association, vol. 41(2), pages 426-477, June.
  63. Peter A. Tinsley, 1993. "Fitting both data and theories: polynomial adjustment costs and error- correction decision rules," Finance and Economics Discussion Series 93-21, Board of Governors of the Federal Reserve System (U.S.).
  64. Wieland, Volker & Beck, Günter W., 2008. "Central Bank misperceptions and the role of money in interest rate rules," Working Paper Series 967, European Central Bank.
  65. Cogan, John F. & Taylor, John B. & Wieland, Volker & Wolters, Maik H., 2013. "Fiscal consolidation strategy," Journal of Economic Dynamics and Control, Elsevier, vol. 37(2), pages 404-421.
  66. Campbell, Bryan & Ghysels, Eric, 1995. "Federal Budget Projections: A Nonparametric Assessment of Bias and Efficiency," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 17-31, February.
  67. Michele Modugno & Lucrezia Reichlin & Domenico Giannone & Marta Banbura, 2012. "Nowcasting with Daily Data," 2012 Meeting Papers 555, Society for Economic Dynamics.
  68. Schmidt, Sebastian & Wieland, Volker, 2013. "The New Keynesian Approach to Dynamic General Equilibrium Modeling: Models, Methods and Macroeconomic Policy Evaluation," Handbook of Computable General Equilibrium Modeling, Elsevier.
  69. Benati, Luca, 2008. "Investigating inflation persistence across monetary regimes," Working Paper Series 851, European Central Bank.
  70. Ben S. Bernanke, 2010. "Monetary policy and the housing bubble: a speech at the Annual Meeting of the American Economic Association, Atlanta, Georgia, January 3, 2010," Speech 499, Board of Governors of the Federal Reserve System (U.S.).
  71. Castelnuovo, Efrem, 2003. "Taylor rules, omitted variables, and interest rate smoothing in the US," Economics Letters, Elsevier, vol. 81(1), pages 55-59, October.
  72. Edge, Rochelle M. & Kiley, Michael T. & Laforte, Jean-Philippe, 2008. "Natural rate measures in an estimated DSGE model of the U.S. economy," Journal of Economic Dynamics and Control, Elsevier, vol. 32(8), pages 2512-2535, August.
  73. Fuhrer, Jeffrey C, 1997. "Inflation/Output Variance Trade-Offs and Optimal Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(2), pages 214-234, May.
  74. Ben S. Bernanke, 2009. "Federal Reserve policies to ease credit and their implications for the Fed's balance sheet: a speech at the National Press Club Luncheon, National Press Club, Washington, D.C., February 18, 2009," Speech 443, Board of Governors of the Federal Reserve System (U.S.).
  75. Rudebusch, Glenn D., 2002. "Term structure evidence on interest rate smoothing and monetary policy inertia," Journal of Monetary Economics, Elsevier, vol. 49(6), pages 1161-1187, September.
  76. A. Robert Nobay & David A. Peel, 2003. "Optimal Discretionary Monetary Policy in a Model of Asymmetric Central Bank Preferences," Economic Journal, Royal Economic Society, vol. 113(489), pages 657-665, 07.
  77. Frank Smets & Kai Christoffel & Günter Coenen & Roberto Motto & Massimo Rostagno, 2010. "DSGE models and their use at the ECB," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 1(1), pages 51-65, March.
  78. Freedman, Charles & Kumhof, Michael & Laxton, Douglas & Muir, Dirk & Mursula, Susanna, 2010. "Global effects of fiscal stimulus during the crisis," Journal of Monetary Economics, Elsevier, vol. 57(5), pages 506-526, July.
  79. Coenen, Gunter & Wieland, Volker, 2004. "Exchange-rate policy and the zero bound on nominal interest rates," MPRA Paper 76687, University Library of Munich, Germany.
  80. Jared Laxton & Igor Ermolaev & Charles Freedman & Ondrej Kamenik & Michel Juillard & Douglas Laxton & Ioan Carabenciov & Dmitry Korshunov, 2008. "A Small Quarterly Multi-Country Projection Model," IMF Working Papers 08/279, International Monetary Fund.
  81. Patton, Andrew J. & Timmermann, Allan, 2007. "Testing Forecast Optimality Under Unknown Loss," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 1172-1184, December.
  82. repec:fip:fedgsq:y:2009:x:1 is not listed on IDEAS
  83. Rochelle M. Edge & Michael T. Kiley & Jean-Philippe Laforte, 2010. "A comparison of forecast performance between Federal Reserve staff forecasts, simple reduced-form models, and a DSGE model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 720-754.
  84. Kai Carstensen, 2006. "Estimating the ECB Policy Reaction Function," German Economic Review, Verein für Socialpolitik, vol. 7, pages 1-34, 02.
  85. Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2008. "Evaluating an estimated new Keynesian small open economy model," Journal of Economic Dynamics and Control, Elsevier, vol. 32(8), pages 2690-2721, August.
  86. repec:fip:fedgsq:y:2010:x:4 is not listed on IDEAS
  87. Gerdesmeier, Dieter & Roffia, Barbara, 2005. "The relevance of real-time data in estimating reaction functions for the euro area," The North American Journal of Economics and Finance, Elsevier, vol. 16(3), pages 293-307, December.
  88. Michael Woodford, 2007. "The Case for Forecast Targeting as a Monetary Policy Strategy," Journal of Economic Perspectives, American Economic Association, vol. 21(4), pages 3-24, Fall.
  89. Fagan, Gabriel & Henry, Jerome & Mestre, Ricardo, 2005. "An area-wide model for the euro area," Economic Modelling, Elsevier, vol. 22(1), pages 39-59, January.
  90. 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.
  91. Faust, Jon & Wright, Jonathan H., 2009. "Comparing Greenbook and Reduced Form Forecasts Using a Large Realtime Dataset," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 468-479.
  92. Fourcans, Andre & Vranceanu, Radu, 2007. "The ECB monetary policy: Choices and challenges," Journal of Policy Modeling, Elsevier, vol. 29(2), pages 181-194.
  93. Janko Gorter & Jan Jacobs & Jakob de Haan, 2008. "Taylor Rules for the ECB using Expectations Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(3), pages 473-488, 09.
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