Recovering market expectations of FOMC rate changes with options on federal funds futures
AbstractThis paper demonstrates how options on federal funds futures, which began trading in March 2003, can be used to recover the implied probability density function (PDF) for future Federal Open Market Committee (FOMC) interest rate outcomes. The discrete nature of the choices made by the FOMC allows for a very straightforward recovery of the implied PDF using ordinary least squares (OLS) estimation. This simple recovery method stands in contrast to the relatively complicated PDF recovery techniques developed for options written on assets such as equities, foreign exchange, or commodity futures where the underlying prices are most appropriately modeled as being drawn from continuous distributions. The OLS estimation is used to recover PDFs for single FOMC meetings as well as PDFs for joint estimation of multiple FOMC meetings, and allows for the imposition of restrictions on the recovered probabilities, both within and across FOMC meetings. Finally, recovered probabilities are used to assess the impact of data releases and Fed communication on the perceived likelihood of actual policy outcomes.
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Bibliographic InfoPaper provided by Federal Reserve Bank of Cleveland in its series Working Paper with number 0507.
Date of creation: 2005
Date of revision:
This paper has been announced in the following NEP Reports:
- NEP-ALL-2005-09-11 (All new papers)
- NEP-FMK-2005-09-11 (Financial Markets)
- NEP-IFN-2005-09-11 (International Finance)
- NEP-MON-2005-09-11 (Monetary Economics)
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.:
- John C. Robertson & Ellis W. Tallman, 1999.
"Improving forecasts of the federal funds rate in a policy model,"
99-3, Federal Reserve Bank of Atlanta.
- Robertson, John C & Tallman, Ellis W, 2001. "Improving Federal-Funds Rate Forecasts in VAR Models Used for Policy Analysis," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(3), pages 324-30, July.
- Monika Piazzesi & Eric Swanson, 2004.
"Future prices as risk-adjusted forecasts of monetary policy,"
Federal Reserve Bank of San Francisco, issue Mar.
- Piazzesi, Monika & Swanson, Eric T., 2008. "Futures prices as risk-adjusted forecasts of monetary policy," Journal of Monetary Economics, Elsevier, vol. 55(4), pages 677-691, May.
- Monika Piazzesi & Eric T. Swanson, 2006. "Futures prices as risk-adjusted forecasts of monetary policy," Working Paper Series 2006-23, Federal Reserve Bank of San Francisco.
- Monika Piazzesi & Eric Swanson, 2004. "Futures Prices as Risk-adjusted Forecasts of Monetary Policy," NBER Working Papers 10547, National Bureau of Economic Research, Inc.
- Stephen Bond & Frank Windmeijer, 2005. "Reliable Inference For Gmm Estimators? Finite Sample Properties Of Alternative Test Procedures In Linear Panel Data Models," Econometric Reviews, Taylor & Francis Journals, vol. 24(1), pages 1-37.
- Hu, Ling & Phillips, Peter C. B., 2004.
"Nonstationary discrete choice,"
Journal of Econometrics,
Elsevier, vol. 120(1), pages 103-138, May.
- Eric T. Swanson, 2004. "Federal Reserve transparency and financial market forecasts of short-term interest rates," Finance and Economics Discussion Series 2004-06, Board of Governors of the Federal Reserve System (U.S.).
- Ed Nosal, 2001. "How well does the federal funds futures rate predict the future federal funds rate?," Economic Commentary, Federal Reserve Bank of Cleveland, issue Oct.
- Melick, William R. & Thomas, Charles P., 1997. "Recovering an Asset's Implied PDF from Option Prices: An Application to Crude Oil during the Gulf Crisis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(01), pages 91-115, March.
- 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.
- Glenn D. Rudebusch, 1995. "Federal Reserve interest rate targeting, rational expectations, and the term structure," Working Papers in Applied Economic Theory 95-02, Federal Reserve Bank of San Francisco.
- Breeden, Douglas T & Litzenberger, Robert H, 1978. "Prices of State-contingent Claims Implicit in Option Prices," The Journal of Business, University of Chicago Press, vol. 51(4), pages 621-51, October.
- Robert R. Bliss & Nikolaos Panigirtzoglou, 2004. "Option-Implied Risk Aversion Estimates," Journal of Finance, American Finance Association, vol. 59(1), pages 407-446, 02.
- John C. Williams, 2009.
"Heeding Daedalus: Optimal inflation and the zero lower bound,"
Working Paper Series
2009-23, Federal Reserve Bank of San Francisco.
- John C. Williams, 2009. "Heeding Daedalus: Optimal Inflation and the Zero Lower Bound," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 40(2 (Fall)), pages 1-49.
- William R. Emmons & Aeimit K. Lakdawala & Christopher J. Neely, 2006. "What are the odds? option-based forecasts of FOMC target changes," Review, Federal Reserve Bank of St. Louis, issue Nov, pages 543-562.
- Bo Young Chang & Bruno Feunou, 2013. "Measuring Uncertainty in Monetary Policy Using Implied Volatility and Realized Volatility," Working Papers 13-37, Bank of Canada.
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