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Uncertainty, learning, and gradual monetary policy

  • Brian P. Sack
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    The value of a vast array of financial assets are functions of rates or prices determined in OTC, interbank, or other off-exchange markets. In order to price such derivative assets, underlying rate and price indexes are routinely sampled and estimated. To guard against misreporting, whether unintentional or for market manipulation, many standard contracts utilize a technique known as trimmed-means. This paper points out that this polling problem falls within the statistical framework of robust estimation. Intuitive criteria for choosing among robust valuation procedures are discussed. In particular, the approach taken is to minimize the worst-case scenario arising from a false report. The finite sample performance of the procedures that qualify, the trimmed-mean and the Huber-estimator, are examined in a set of simulation experiments.

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    File URL: http://www.federalreserve.gov/pubs/feds/1998/199834/199834abs.html
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    File URL: http://www.federalreserve.gov/pubs/feds/1998/199834/199834pap.pdf
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    Paper provided by Board of Governors of the Federal Reserve System (U.S.) in its series Finance and Economics Discussion Series with number 1998-34.

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    Date of creation: 1998
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    Handle: RePEc:fip:fedgfe:1998-34
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    1. Wieland, Volker, 2003. "Monetary Policy and Uncertainty about the Natural Unemployment Rate," CEPR Discussion Papers 3811, C.E.P.R. Discussion Papers.
    2. Bertocchi, Graziella & Spagat, Michael, 1993. "Learning, experimentation, and monetary policy," Journal of Monetary Economics, Elsevier, vol. 32(1), pages 169-183, August.
    3. Clarida, R. & Gali, J. & Gertler, M., 1998. "Monetary Policy Rules and Macroeconomic Stability: Evidence and some Theory," Working Papers 98-01, C.V. Starr Center for Applied Economics, New York University.
    4. repec:oup:restud:v:61:y:1994:i:4:p:721-38 is not listed on IDEAS
    5. John C. Williams, 2003. "Simple rules for monetary policy," Economic Review, Federal Reserve Bank of San Francisco, pages 1-12.
    6. N. Gregory Mankiw & Jeffrey A. Miron, 1990. "Should The Fed Smooth Interest Rates? The Case of Seasonal Monetary Policy," NBER Working Papers 3388, National Bureau of Economic Research, Inc.
    7. Marvin Goodfriend, 1986. "Interest rate smoothing and price level trend-stationarity," Working Paper 86-04, Federal Reserve Bank of Richmond.
    8. Caplin, Andrew & Leahy, John, 1996. "Monetary Policy as a Process of Search," American Economic Review, American Economic Association, vol. 86(4), pages 689-702, September.
    9. Athanasios Orphanides, 2001. "Monetary Policy Rules Based on Real-Time Data," American Economic Review, American Economic Association, vol. 91(4), pages 964-985, September.
    10. Taylor, John B., 1993. "Discretion versus policy rules in practice," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 39(1), pages 195-214, December.
    11. Rudebusch, Glenn D., 1995. "Federal Reserve interest rate targeting, rational expectations, and the term structure," Journal of Monetary Economics, Elsevier, vol. 35(2), pages 245-274, April.
    12. Alex Cukierman, 1989. "Why does the Fed smooth interest rates?," Proceedings, Federal Reserve Bank of St. Louis, pages 111-157.
    13. 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.
    14. Marvin Goodfriend, 1990. "Interest rates and the conduct of monetary policy," Working Paper 90-06, Federal Reserve Bank of Richmond.
    15. Alan S. Blinder, 1999. "Central Banking in Theory and Practice," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522608, June.
    16. N. Gregory Mankiw, 1987. "The Optimal Collection of Seigniorage: Theory and Evidence," NBER Working Papers 2270, National Bureau of Economic Research, Inc.
    17. Robert J. Barro, 1988. "Interest-Rate Smoothing," NBER Working Papers 2581, National Bureau of Economic Research, Inc.
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