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Policy Evaluation in Uncertain Economic Environments

  • William A. Brock

    (University of Wisconsin)

  • Steven N. Durlauf

    (University of Wisconsin)

  • Kenneth D. West

    (University of Wisconsin)

This paper develops a general framework for economic policy evaluation. Using ideas from statistical decision theory, it argues that conventional approaches fail to appropriately integrate econometric analysis into evaluation problems. Further, it is argued that evaluation of alternative policies should explicitly account for uncertainty about the appropriate model of the economy. The paper shows how to develop an explicitly decision-theoretic approach to policy evaluation and how to incorporate model uncertainty into such an analysis. The theoretical implications of model uncertainty are explored in a set of examples, with a specific focus on how to design policies that are robust against such uncertainty. Finally, the framework is applied to the evaluation of monetary policy rules and to the analysis of tariff reductions as a way to increase aggregate economic growth.

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Article provided by Economic Studies Program, The Brookings Institution in its journal Brookings Papers on Economic Activity.

Volume (Year): 34 (2003)
Issue (Month): 1 ()
Pages: 235-322

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Handle: RePEc:bin:bpeajo:v:34:y:2003:i:2003-1:p:235-322
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  1. McAleer, Michael & Pagan, Adrian, 1985. "What Will Take the Con Out of Econometrics?," CEPR Discussion Papers 39, C.E.P.R. Discussion Papers.
  2. Lars Peter Hansen & Thomas J. Sargent, 2001. "Acknowledging Misspecification in Macroeconomic Theory," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(3), pages 519-535, July.
  3. Carmen Fernandez & Eduardo Ley & Mark F.J. Steel, 1998. "Benchmark Priors for Bayesian Model Averaging," Econometrics 9804001, EconWPA, revised 31 Jul 1999.
  4. Bernard, A.B. & Durlauf, S.N., 1994. "Interpreting Tests of the Convergence Hypothesis," Working papers 9401r, Wisconsin Madison - Social Systems.
  5. Unknown, 1999. "Discussion," Ecological Economics, Elsevier, vol. 31(1), pages 31-37, October.
  6. Alexei Onatski & James H. Stock, 1999. "Robust monetary policy under model uncertainty in a small model of the U.S. economy," Proceedings, Federal Reserve Bank of San Francisco.
  7. Heckman, James, 2001. "Accounting for Heterogeneity, Diversity and General Equilibrium in Evaluating Social Programmes," Economic Journal, Royal Economic Society, vol. 111(475), pages F654-99, November.
  8. Durlauf, S.M. & Johnson, P.A., 1995. "Multiple Regimes and Cross-Country Growth Behavior," Working papers 9419r, Wisconsin Madison - Social Systems.
  9. Christopher A. Sims, 2002. "The Role of Models and Probabilities in the Monetary Policy Process," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 33(2), pages 1-62.
  10. Leamer, Edward E & Leonard, Herman B, 1983. "Reporting the Fragility of Regression Estimates," The Review of Economics and Statistics, MIT Press, vol. 65(2), pages 306-17, May.
  11. Michael Woodford, 2001. "Inflation Stabilization and Welfare," NBER Working Papers 8071, National Bureau of Economic Research, Inc.
  12. Dehejia, Rajeev H., 2005. "Program evaluation as a decision problem," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 141-173.
  13. Alexei Onatski & Noah Williams, 2003. "Modeling Model Uncertainty," NBER Working Papers 9566, National Bureau of Economic Research, Inc.
  14. Gernot Doppelhofer & Ronald I. Miller & Xavier Sala-i-Martin, 2000. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," NBER Working Papers 7750, National Bureau of Economic Research, Inc.
  15. 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.
  16. Temple, Jonathan, 2000. "Growth Regressions and What the Textbooks Don't Tell You," Bulletin of Economic Research, Wiley Blackwell, vol. 52(3), pages 181-205, July.
  17. Durlauf, Steven N. & Kourtellos, Andros & Minkin, Artur, 2001. "The local Solow growth model," European Economic Review, Elsevier, vol. 45(4-6), pages 928-940, May.
  18. Unknown, 1999. "Discussion," Journal of Accounting and Public Policy, Elsevier, vol. 18(2), pages 179-180.
  19. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 605-607, February.
  20. Unknown, 1999. "Discussion," Journal of Economic Psychology, Elsevier, vol. 20(4), pages 495-498, August.
  21. Andrew T. Levin & John C. Williams, 2003. "Robust monetary policy with competing reference models," Working Paper Series 2003-10, Federal Reserve Bank of San Francisco.
  22. Durlauf, Steven N. & Quah, Danny T., 1999. "The new empirics of economic growth," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308 Elsevier.
  23. Unknown, 1999. "Discussion," Journal of Economic Psychology, Elsevier, vol. 20(4), pages 491-494, August.
  24. Eric M. Leeper & Christopher A. Sims & Tao Zha, 1996. "What Does Monetary Policy Do?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(2), pages 1-78.
  25. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 387-390, February.
  26. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 422-426, February.
  27. Bernhard, Pierre, 2002. "Survey Of Linear Quadratic Robust Control," Macroeconomic Dynamics, Cambridge University Press, vol. 6(01), pages 19-39, February.
  28. Unknown, 1999. "Discussion," Energy Policy, Elsevier, vol. 27(12), pages 737-742, November.
  29. repec:cup:macdyn:v:6:y:2002:i:1:p:111-44 is not listed on IDEAS
  30. N. Gregory Mankiw & David Romer & David N. Weil, 1990. "A Contribution to the Empirics of Economic Growth," NBER Working Papers 3541, National Bureau of Economic Research, Inc.
  31. Costas Azariadis & Allan Drazen, 1990. "Threshold Externalities in Economic Development," The Quarterly Journal of Economics, Oxford University Press, vol. 105(2), pages 501-526.
  32. Peter C.B. Phillips, 1990. "To Criticize the Critics: An Objective Bayesian Analysis of Stochastic Trends," Cowles Foundation Discussion Papers 950, Cowles Foundation for Research in Economics, Yale University.
  33. Unknown, 1999. "Discussion," Ecological Economics, Elsevier, vol. 31(1), pages 19-21, October.
  34. Chamberlain, Gary, 2000. "Econometrics and decision theory," Journal of Econometrics, Elsevier, vol. 95(2), pages 255-283, April.
  35. Levine, Ross & Renelt, David, 1991. "A sensitivity analysis of cross-country growth regressions," Policy Research Working Paper Series 609, The World Bank.
  36. Dollar, David, 1992. "Outward-Oriented Developing Economies Really Do Grow More Rapidly: Evidence from 95 LDCs, 1976-1985," Economic Development and Cultural Change, University of Chicago Press, vol. 40(3), pages 523-44, April.
  37. Christopher A. Sims, 1988. "Bayesian skepticism on unit root econometrics," Discussion Paper / Institute for Empirical Macroeconomics 3, Federal Reserve Bank of Minneapolis.
  38. Unknown, 1999. "Discussion," Journal of Economic Psychology, Elsevier, vol. 20(4), pages 465-483, August.
  39. Barro, R.J., 1989. "Economic Growth In A Cross Section Of Countries," RCER Working Papers 201, University of Rochester - Center for Economic Research (RCER).
  40. Unknown, 1999. "Discussion," Journal of Economic Psychology, Elsevier, vol. 20(4), pages 485-489, August.
  41. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, Oxford University Press, vol. 75(4), pages 643-669.
  42. Durlauf,S.N., 2000. "Econometric analysis and the study of economic growth : a skeptical perspective," Working papers 10, Wisconsin Madison - Social Systems.
  43. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 717-737.
  44. Desdoigts, Alain, 1999. " Patterns of Economic Development and the Formation of Clubs," Journal of Economic Growth, Springer, vol. 4(3), pages 305-30, September.
  45. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 493-496, February.
  46. repec:cup:macdyn:v:6:y:2002:i:1:p:19-39 is not listed on IDEAS
  47. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 358-366, February.
  48. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 533-536, February.
  49. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 572-577, February.
  50. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 215-220, February.
  51. Stephen Knack & Philip Keefer, 1995. "Institutions And Economic Performance: Cross-Country Tests Using Alternative Institutional Measures," Economics and Politics, Wiley Blackwell, vol. 7(3), pages 207-227, November.
  52. Manski, Charles F., 2000. "Identification problems and decisions under ambiguity: Empirical analysis of treatment response and normative analysis of treatment choice," Journal of Econometrics, Elsevier, vol. 95(2), pages 415-442, April.
  53. Mccallum, Bennet T., 1988. "Robustness properties of a rule for monetary policy," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 29(1), pages 173-203, January.
  54. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 286-290, February.
  55. Unknown, 1999. "Discussion," Ecological Economics, Elsevier, vol. 31(1), pages 23-29, October.
  56. Curley, Shawn P. & Yates, J. Frank & Abrams, Richard A., 1986. "Psychological sources of ambiguity avoidance," Organizational Behavior and Human Decision Processes, Elsevier, vol. 38(2), pages 230-256, October.
  57. Giannoni, Marc P., 2002. "Does Model Uncertainty Justify Caution? Robust Optimal Monetary Policy In A Forward-Looking Model," Macroeconomic Dynamics, Cambridge University Press, vol. 6(01), pages 111-144, February.
  58. J. R. Hicks, 1940. "A Comment," Review of Economic Studies, Oxford University Press, vol. 8(1), pages 64-65.
  59. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March.
  60. Kadane, Joseph B. & Chan, Ngai Hang & Wolfson, Lara J., 1996. "Priors for unit root models," Journal of Econometrics, Elsevier, vol. 75(1), pages 99-111, November.
  61. Unknown, 1999. "Discussion," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 250-254, February.
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