IDEAS home Printed from https://ideas.repec.org/p/cre/crefwp/87.html
   My bibliography  Save this paper

A Survey on Interest Rate Forecasting

Author

Abstract

This survey covers the major methods used to forecast interest rates. The theoretical underpinings are presented and discussed in the perspective of forecast accuracy using results published in the literature. A basic review of interest rate modeling is also provided. Ce survol couvre les principales méthodes utilisées pour prévoir des raux d'intérêt. Les bases théoriques sont présentées et discutées sous l'angle de l'exactitude des prévisions en utilisant les résultats publiés dans la littérature. Une revue élémentaire de la modélisation des taux d'intérêt est également offerte.

Suggested Citation

  • Yvon Fauvel & Alain Paquet & Christian Zimmermann, 1999. "A Survey on Interest Rate Forecasting," Cahiers de recherche CREFE / CREFE Working Papers 87, CREFE, Université du Québec à Montréal.
  • Handle: RePEc:cre:crefwp:87
    as

    Download full text from publisher

    File URL: http://www.unites.uqam.ca/eco/CREFE/cahiers/cah87.ps
    File Function: Main text
    Download Restriction: no

    File URL: http://www.unites.uqam.ca/eco/CREFE/cahiers/cah87.pdf
    File Function: Main text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sowell, Fallaw, 1992. "Maximum likelihood estimation of stationary univariate fractionally integrated time series models," Journal of Econometrics, Elsevier, vol. 53(1-3), pages 165-188.
    2. Daniel T. Walz & Roger W. Spencer, 1989. "The Informational Content Of Forward Rates: Further Evidence," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 12(1), pages 69-81, March.
    3. Christopher A. Sims, 1986. "Are forecasting models usable for policy analysis?," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 10(Win), pages 2-16.
    4. Frederic S. Mishkin, 1978. "Efficient-Markets Theory: Implications for Monetary Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 9(3), pages 707-752.
    5. Engsted, Tom, 1996. "The predictive power of the money market term structure," International Journal of Forecasting, Elsevier, vol. 12(2), pages 289-295, June.
    6. Sargent, Thomas J, 1976. "A Classical Macroeconometric Model for the United States," Journal of Political Economy, University of Chicago Press, vol. 84(2), pages 207-237, April.
    7. Mishkin, Frederic S, 1988. "The Information in the Term Structure: Some Further Results," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 3(4), pages 307-314, October-D.
    8. Christoffersen, Peter F & Diebold, Francis X, 1998. "Cointegration and Long-Horizon Forecasting," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(4), pages 450-458, October.
    9. Froot, Kenneth A, 1989. " New Hope for the Expectations Hypothesis of the Term Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 44(2), pages 283-305, June.
    10. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    11. Gosnell, Thomas F & Kolb, Robert W, 1997. "Accuracy of International Interest Rate Forecasts," The Financial Review, Eastern Finance Association, vol. 32(3), pages 431-448, August.
    12. Pesando, James E, 1979. "On the Random Walk Characteristics of Short- and Long-Term Interest Rates in an Efficient Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 11(4), pages 457-466, November.
    13. Jorion, Philippe & Mishkin, Frederic, 1991. "A multicountry comparison of term-structure forecasts at long horizons," Journal of Financial Economics, Elsevier, vol. 29(1), pages 59-80, March.
    14. Friedman, Benjamin Morton, 1977. "Financial Flow Variables and the Short-Run Determination of Long-Term Interest Rates," Scholarly Articles 4554309, Harvard University Department of Economics.
    15. Gray, Stephen F., 1996. "Modeling the conditional distribution of interest rates as a regime-switching process," Journal of Financial Economics, Elsevier, vol. 42(1), pages 27-62, September.
    16. John C. Cox & Jonathan E. Ingersoll Jr. & Stephen A. Ross, 2005. "A Theory Of The Term Structure Of Interest Rates," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 5, pages 129-164, World Scientific Publishing Co. Pte. Ltd..
    17. Pesando, James E., 1981. "On forecasting interest rates : An efficient markets perspective," Journal of Monetary Economics, Elsevier, vol. 8(3), pages 305-318.
    18. C. Steven Cole & William Reichenstein, 1994. "Forecasting interest rates with eurodollar futures rates," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 14(1), pages 37-50, February.
    19. Alain Paquet, 1994. "A Guide to Applied Modern Macroeconometrics," Documents techniques CREFE / CREFE Technical Papers 1, CREFE, Université du Québec à Montréal.
    20. Lo, Andrew W, 1991. "Long-Term Memory in Stock Market Prices," Econometrica, Econometric Society, vol. 59(5), pages 1279-1313, September.
    21. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    22. Brenner, Robin J. & Harjes, Richard H. & Kroner, Kenneth F., 1996. "Another Look at Models of the Short-Term Interest Rate," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(1), pages 85-107, March.
    23. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    24. Thomas C. Chiang & Douglas R. Kahl, 1991. "Forecasting The Treasury Bill Rate: A Time-Varying Coefficient Approach," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 14(4), pages 327-336, December.
    25. Shiller, Robert J. & Huston McCulloch, J., 1990. "The term structure of interest rates," Handbook of Monetary Economics, in: B. M. Friedman & F. H. Hahn (ed.), Handbook of Monetary Economics, edition 1, volume 1, chapter 13, pages 627-722, Elsevier.
    26. Phillips, Peter C. B., 1998. "Impulse response and forecast error variance asymptotics in nonstationary VARs," Journal of Econometrics, Elsevier, vol. 83(1-2), pages 21-56.
    27. Diebold, Francis X & Kilian, Lutz, 2000. "Unit-Root Tests Are Useful for Selecting Forecasting Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(3), pages 265-273, July.
    28. Kolb, R. A. & Stekler, H. O., 1996. "Is there a consensus among financial forecasters?," International Journal of Forecasting, Elsevier, vol. 12(4), pages 455-464, December.
    29. Stock, James H, 1996. "VAR, Error Correction and Pretest Forecasts at Long Horizons," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(4), pages 685-701, November.
    30. Norman R. Swanson & Halbert White, 1997. "A Model Selection Approach To Real-Time Macroeconomic Forecasting Using Linear Models And Artificial Neural Networks," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 540-550, November.
    31. Ang, Andrew & Bekaert, Geert, 2002. "Regime Switches in Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 163-182, April.
    32. 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 357-384, March.
    33. N. Gregory Mankiw, 1986. "The Term Structure of Interest Rates Revisited," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 17(1), pages 61-110.
    34. 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.
    35. Robert J. Shiller & John Y. Campbell & Kermit L. Schoenholtz, 1983. "Forward Rates and Future Policy: Interpreting the Term Structure of Interest Rates," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 14(1), pages 173-224.
    36. Hall, Anthony D & Anderson, Heather M & Granger, Clive W J, 1992. "A Cointegration Analysis of Treasury Bill Yields," The Review of Economics and Statistics, MIT Press, vol. 74(1), pages 116-126, February.
    37. Backus, David, et al, 1980. "A Model of U.S. Financial and Nonfinancial Economic Behavior," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 12(2), pages 259-293, Special I.
    38. Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
    39. DeGennaro, Ramon P & Kunkel, Robert A & Lee, Junsoo, 1994. "Modeling International Long-Term Interest Rates," The Financial Review, Eastern Finance Association, vol. 29(4), pages 577-597, November.
    40. McCulloch, J Huston, 1975. "The Tax-Adjusted Yield Curve," Journal of Finance, American Finance Association, vol. 30(3), pages 811-830, June.
    41. James H. Stock & Mark W. Watson, 1998. "A Comparison of Linear and Nonlinear Univariate Models for Forecasting Macroeconomic Time Series," NBER Working Papers 6607, National Bureau of Economic Research, Inc.
    42. Chan, K C, et al, 1992. "An Empirical Comparison of Alternative Models of the Short-Term Interest Rate," Journal of Finance, American Finance Association, vol. 47(3), pages 1209-1227, July.
    43. Lin, Jin-Lung & Tsay, Ruey S, 1996. "Co-integration Constraint and Forecasting: An Empirical Examination," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 519-538, Sept.-Oct.
    44. Shiller, Robert J, 1979. "The Volatility of Long-Term Interest Rates and Expectations Models of the Term Structure," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1190-1219, December.
    45. Campbell, John Y & Shiller, Robert J, 1987. "Cointegration and Tests of Present Value Models," Journal of Political Economy, University of Chicago Press, vol. 95(5), pages 1062-1088, October.
    46. Diebold, Francis X. & Rudebusch, Glenn D., 1989. "Long memory and persistence in aggregate output," Journal of Monetary Economics, Elsevier, vol. 24(2), pages 189-209, September.
    47. Hardouvelis, Gikas A., 1994. "The term structure spread and future changes in long and short rates in the G7 countries: Is there a puzzle?," Journal of Monetary Economics, Elsevier, vol. 33(2), pages 255-283, April.
    48. Fama, Eugene F., 1990. "Term-structure forecasts of interest rates, inflation and real returns," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 59-76, January.
    49. Richard Deaves, 1996. "Forecasting Canadian Short-Term Interest Rates," Canadian Journal of Economics, Canadian Economics Association, vol. 29(3), pages 615-634, August.
    50. Conrad, Jennifer & Kaul, Gautam, 1988. "Time-Variation in Expected Returns," The Journal of Business, University of Chicago Press, vol. 61(4), pages 409-425, October.
    51. John Y. Campbell & Robert J. Shiller, 1991. "Yield Spreads and Interest Rate Movements: A Bird's Eye View," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(3), pages 495-514.
    52. Francis X. Diebold & Jose A. Lopez, 1995. "Forecast evaluation and combination," Research Paper 9525, Federal Reserve Bank of New York.
    53. Friedman, Benjamin M, 1977. "Financial Flow Variables and the Short-Run Determination of Long-Term Interest Rates," Journal of Political Economy, University of Chicago Press, vol. 85(4), pages 661-689, August.
    54. Pesaran, M Hashem & Timmermann, Allan, 1995. "Predictability of Stock Returns: Robustness and Economic Significance," Journal of Finance, American Finance Association, vol. 50(4), pages 1201-1228, September.
    55. Victor Zarnowitz, 1983. "Rational Expectations and Macroeconomic Forecasts," NBER Working Papers 1070, National Bureau of Economic Research, Inc.
    56. Daniel F. Waggoner, 1997. "Spline methods for extracting interest rate curves from coupon bond prices," FRB Atlanta Working Paper 97-10, Federal Reserve Bank of Atlanta.
    57. Hamilton, James D., 1988. "Rational-expectations econometric analysis of changes in regime : An investigation of the term structure of interest rates," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 385-423.
    58. Pesando, James E, 1978. "On the Efficiency of the Bond Market: Some Canadian Evidence," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 1057-1076, December.
    59. Bollerslev, Tim & Chou, Ray Y. & Kroner, Kenneth F., 1992. "ARCH modeling in finance : A review of the theory and empirical evidence," Journal of Econometrics, Elsevier, vol. 52(1-2), pages 5-59.
    60. Chiang, Thomas C & Kahl, Douglas R, 1991. "Forecasting the Treasury Bill Rate: A Time-Varying Coefficient Approach," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 14(4), pages 327-336, Winter.
    61. Engle, Robert F & Lilien, David M & Robins, Russell P, 1987. "Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model," Econometrica, Econometric Society, vol. 55(2), pages 391-407, March.
    62. Cox, John C & Ingersoll, Jonathan E, Jr & Ross, Stephen A, 1980. "An Analysis of Variable Rate Loan Contracts," Journal of Finance, American Finance Association, vol. 35(2), pages 389-403, May.
    63. Chatfield, Chris, 1993. "Neural networks: Forecasting breakthrough or passing fad?," International Journal of Forecasting, Elsevier, vol. 9(1), pages 1-3, April.
    64. Fildes, Robert A & Fitzgerald, M Desmond, 1980. "Efficiency and Premiums in the Short-Term Money Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 12(4), pages 615-629, November.
    65. Swanson, Norman R & White, Halbert, 1995. "A Model-Selection Approach to Assessing the Information in the Term Structure Using Linear Models and Artificial Neural Networks," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 265-275, July.
    66. Neftici, Salih N., 1982. "Optimal prediction of cyclical downturns," Journal of Economic Dynamics and Control, Elsevier, vol. 4(1), pages 225-241, November.
    67. Paquet, A., 1994. "A Guide to Applied Modern Macroeconometrics," Working Papers-Department of Finance Canada 1994-5, Department of Finance Canada.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Frank A. G. den Butter & Pieter W. Jansen, 2013. "Beating the random walk: a performance assessment of long-term interest rate forecasts," Applied Financial Economics, Taylor & Francis Journals, vol. 23(9), pages 749-765, May.
    2. Baghestani, Hamid, 2009. "Survey evidence on forecast accuracy of U.S. term spreads," Review of Financial Economics, Elsevier, vol. 18(3), pages 156-162, August.
    3. Beran, Jan & Ocker, Dirk, 2002. "Pricing of cap-interest rates based on renewal processes," CoFE Discussion Papers 02/10, University of Konstanz, Center of Finance and Econometrics (CoFE).
    4. Hamid Baghestani, 2008. "Consensus vs. Time‐series Forecasts of US 30‐year Home Mortgage Rates," Journal of Property Research, Taylor & Francis Journals, vol. 25(1), pages 45-60, January.
    5. Aswani Kumar Mallick & Alok Kumar Mishra, 2019. "Interest rates forecasting and stress testing in India: a PCA-ARIMA approach," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-17, December.
    6. Pami Dua & Nishita Raje & Satyananda Sahoo, 2004. "Interest Rate Modeling and Forecasting in India," Occasional papers 3, Centre for Development Economics, Delhi School of Economics.
    7. van Ommeren, Bernard J.F. & Allers, Maarten A. & Vellekoop, Michel H., 2017. "Choosing the optimal moment to arrange a loan," Research Report 17007-EEF, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    8. Baghestani, Hamid, 2009. "Forecasting in efficient bond markets: Do experts know better?," International Review of Economics & Finance, Elsevier, vol. 18(4), pages 624-630, October.
    9. Pami Dua & Nishita Raje & Satyananda Sahoo, 2008. "Forecasting Interest Rates in India," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 2(1), pages 1-41, March.
    10. Anthony Garratt & Kevin Lee, 2006. "Investing Under Model Uncertainty: Decision Based Evaluation of Exchange Rate and Interest Rate Forecasts in the US, UK and Japan," Birkbeck Working Papers in Economics and Finance 0616, Birkbeck, Department of Economics, Mathematics & Statistics.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pami Dua & Nishita Raje & Satyananda Sahoo, 2008. "Forecasting Interest Rates in India," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 2(1), pages 1-41, March.
    2. M. Isabel Martínez-Serna & Eliseo Navarro-Arribas, 2002. "El modelo de McCallum. Evidencia empírica en la estructura temporal de los tipos de interés española," Investigaciones Economicas, Fundación SEPI, vol. 26(2), pages 323-357, May.
    3. Pami Dua & Nishita Raje & Satyananda Sahoo, 2004. "Interest Rate Modeling and Forecasting in India," Occasional papers 3, Centre for Development Economics, Delhi School of Economics.
    4. Pagan, Adrian, 1996. "The econometrics of financial markets," Journal of Empirical Finance, Elsevier, vol. 3(1), pages 15-102, May.
    5. Ahrens, Ralf, 1999. "Improving market-based forecasts of short-term interest rates: Time-varying stationarity and the predictive content of switching regime-expectations," CFS Working Paper Series 1999/14, Center for Financial Studies (CFS).
    6. G. Boero & C. Torricelli, 1999. "The Information in the Term of Structure: further Results for Germany," Working Paper CRENoS 199912, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    7. Kuo, Shew-Huei, 2000. "An examination of the evolving relationship between interest rates of different maturities in Japan, and test of the expectations hypothesis of the term structure to ascertain the feasibility of using," ISU General Staff Papers 2000010108000014910, Iowa State University, Department of Economics.
    8. Gianna Boero & Costanza Torricelli, 2002. "The information in the term structure of German interest rates," The European Journal of Finance, Taylor & Francis Journals, vol. 8(1), pages 21-45.
    9. Jondeau, E. & Sedillot, F., 1998. "La prevision des taux longs français et allemands a partir d'un modele a anticipations rationnelles," Working papers 55, Banque de France.
    10. Sandrine Lardic & Valérie Mignon, 2004. "Fractional cointegration and the term structure," Empirical Economics, Springer, vol. 29(4), pages 723-736, December.
    11. Guidolin, Massimo & Timmermann, Allan, 2009. "Forecasts of US short-term interest rates: A flexible forecast combination approach," Journal of Econometrics, Elsevier, vol. 150(2), pages 297-311, June.
    12. Durré, Alain & Evjen, Snorre & Pilegaard, Rasmus, 2003. "Estimating risk premia in money market rates," Working Paper Series 221, European Central Bank.
    13. Kozicki, Sharon & Tinsley, P. A., 2001. "Shifting endpoints in the term structure of interest rates," Journal of Monetary Economics, Elsevier, vol. 47(3), pages 613-652, June.
    14. Guidolin, Massimo & Thornton, Daniel L., 2018. "Predictions of short-term rates and the expectations hypothesis," International Journal of Forecasting, Elsevier, vol. 34(4), pages 636-664.
    15. Jardet, Caroline & Monfort, Alain & Pegoraro, Fulvio, 2013. "No-arbitrage Near-Cointegrated VAR(p) term structure models, term premia and GDP growth," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 389-402.
    16. Toni Gravelle & James Morley, 2005. "A Kalman filter approach to characterizing the Canadian term structure of interest rates," Applied Financial Economics, Taylor & Francis Journals, vol. 15(10), pages 691-705.
    17. Ederington, Louis H. & Huang, Chao-Hsi, 1995. "Parameter uncertainty and the rational expectations model of the term structure," Journal of Banking & Finance, Elsevier, vol. 19(2), pages 207-223, May.
    18. Éric Jondeau, 2001. "La théorie des anticipations de la structure par terme permet-elle de rendre compte de l'évolution des taux d'intérêt sur euro-devise ?," Annals of Economics and Statistics, GENES, issue 62, pages 139-174.
    19. repec:adr:anecst:y:2001:i:62:p:07 is not listed on IDEAS
    20. Sharon Kozicki & Peter A. Tinsley, "undated". "Moving Endpoints in Macrofinance," Computing in Economics and Finance 1996 _058, Society for Computational Economics.
    21. Kozicki, Sharon & Tinsley, P A, 1998. "Moving Endpoints and the Internal Consistency of Agents' Ex Ante Forecasts," Computational Economics, Springer;Society for Computational Economics, vol. 11(1-2), pages 21-40, April.

    More about this item

    Keywords

    Interest rates; forecasting; survey; time series.;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cre:crefwp:87. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Stéphane Pallage (email available below). General contact details of provider: https://edirc.repec.org/data/crefeca.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.