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Modeling And Analysis Of Yield Curve And Exchange Rate Formation In Pro-Market Monetary Operations

Author

Listed:
  • Aryo Sasongko

    (Bank Indonesia)

  • Cicilia Anggadewi Harun

    (Bank Indonesia)

  • Geyana Ledy Fista

    (Bank Indonesia)

  • Kusfisiami Wima Mustika

    (Bank Indonesia)

  • Aninditha Kemala Dinianyadharani

    (Bank Indonesia)

  • Karanissa Larasati

    (Bank Indonesia)

  • Puput Kurniati

    (Bank Indonesia)

  • Dila Safitri

    (Bank Indonesia)

Abstract

This study examines the formation of interest rates in the government bond market and the price discovery process in the foreign exchange market through yield curve models and supply-demand curves to support pro-market monetary operations. Using the Nelson-Siegel model and its extensions, the study aims to establish more accurate yield curve parameters through conventional methods (first algorithm), determine short- and long-term interest rates (second algorithm), and ensure a positive slope for the yield curve (third algorithm). The results from the yield curve model demonstrate that this approach is effective under conditions of steepening, inverting curves, and negative interest rates. Furthermore, the creation of the supply and demand curve model and the simulation results explain the formation of foreign exchange rates and the impact of triple interventions. Foreign exchange spot transactions, domestic non-deliverable forwards, and government securities are reflected in the cleared volume indicator (µ) and the demand volume multiplier. Efforts to stabilize the market, such as central bank announcements, are reflected in the parameter σ.

Suggested Citation

  • Aryo Sasongko & Cicilia Anggadewi Harun & Geyana Ledy Fista & Kusfisiami Wima Mustika & Aninditha Kemala Dinianyadharani & Karanissa Larasati & Puput Kurniati & Dila Safitri, 2024. "Modeling And Analysis Of Yield Curve And Exchange Rate Formation In Pro-Market Monetary Operations," Working Papers WP/09/2024, Bank Indonesia.
  • Handle: RePEc:idn:wpaper:wp092024
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    1. Harvey, Campbell R. & Huang, Roger D., 2002. "The impact of the Federal Reserve Bank's open market operations," Journal of Financial Markets, Elsevier, vol. 5(2), pages 223-257, April.
    2. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2012. "The Aggregate Demand for Treasury Debt," Journal of Political Economy, University of Chicago Press, vol. 120(2), pages 233-267.
    3. Antje Berndt & Rohan Douglas & Darrell Duffie & Mark Ferguson, "undated". "Measuring Default Risk Premia from Default Swap Rates and EDFs," GSIA Working Papers 2006-E31, Carnegie Mellon University, Tepper School of Business.
    4. Bessembinder, Hendrik, 1994. "Bid-ask spreads in the interbank foreign exchange markets," Journal of Financial Economics, Elsevier, vol. 35(3), pages 317-348, June.
    5. Kenneth A. Froot & Tarun Ramadorai, 2005. "Currency Returns, Intrinsic Value, and Institutional‐Investor Flows," Journal of Finance, American Finance Association, vol. 60(3), pages 1535-1566, June.
    6. Bessembinder, Hendrik & Maxwell, William & Venkataraman, Kumar, 2006. "Market transparency, liquidity externalities, and institutional trading costs in corporate bonds," Journal of Financial Economics, Elsevier, vol. 82(2), pages 251-288, November.
    7. Nippani, Srinivas & Liu, Pu & Schulman, Craig T., 2001. "Are Treasury Securities Free of Default?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(2), pages 251-265, June.
    8. Romain Baeriswyl & Camille Cornand & Bruno Ziliotto, 2020. "Observing and Shaping the Market: The Dilemma of Central Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(8), pages 1973-2005, December.
    9. repec:cup:jfinqa:v:46:y:2011:i:06:p:1893-1916_00 is not listed on IDEAS
    10. Martin D. D. Evans & Richard K. Lyons, 2017. "Informational Integration and FX Trading," World Scientific Book Chapters, in: Studies in Foreign Exchange Economics, chapter 7, pages 291-324, World Scientific Publishing Co. Pte. Ltd..
    11. Sugeng & M. Noor Nugroho & Ibrahim & Yanfitri, 2010. "Effects of Foreign Exchange Supply and Demand Dynamics to Rupiah Exchange Rate and Economic Performance," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 12(3), pages 289-328, January.
    12. Yiuman Tse & Ju Xiang & Joseph K. W. Fung, 2006. "Price discovery in the foreign exchange futures market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 26(11), pages 1131-1143, November.
    13. Shu Wu, 2007. "Interest Rate Risk and the Forward Premium Anomaly in Foreign Exchange Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2‐3), pages 423-442, March.
    14. Yu-chin Chen & Kwok Ping Tsang, 2013. "What Does the Yield Curve Tell Us about Exchange Rate Predictability?," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 185-205, March.
    15. Buraschi, Andrea & Jiltsov, Alexei, 2005. "Inflation risk premia and the expectations hypothesis," Journal of Financial Economics, Elsevier, vol. 75(2), pages 429-490, February.
    16. Della Corte, Pasquale & Jeanneret, Alexandre & Patelli, Ella D.S., 2023. "A credit-based theory of the currency risk premium," Journal of Financial Economics, Elsevier, vol. 149(3), pages 473-496.
    17. William G. Dewald, 1963. "Free Reserves, Total Reserves, and Monetary Control," Journal of Political Economy, University of Chicago Press, vol. 71(2), pages 141-141.
    18. Robleh Ali & Nicholas Vause & Filip Zikes, 2016. "Systemic risk in derivatives markets: a pilot study using CDS data," Bank of England Financial Stability Papers 38, Bank of England.
    19. Grace Xing Hu & Jun Pan & Jiang Wang, 2013. "Noise as Information for Illiquidity," Journal of Finance, American Finance Association, vol. 68(6), pages 2341-2382, December.
    20. Gur Huberman & Dominika Halka, 2001. "Systematic Liquidity," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 24(2), pages 161-178, June.
    21. Dornbusch, Rudiger & Fischer, Stanley, 1980. "Exchange Rates and the Current Account," American Economic Review, American Economic Association, vol. 70(5), pages 960-971, December.
    22. Magda Kandil & Ida Aghdas Mirzaie, 2008. "Comparative Analysis Of Exchange Rate Appreciation And Aggregate Economic Activity: Theory And Evidence From Middle Eastern Countries," Bulletin of Economic Research, Wiley Blackwell, vol. 60(1), pages 45-96, January.
    23. Nobuhiro Kiyotaki & John Moore, 2002. "Evil Is the Root of All Money," American Economic Review, American Economic Association, vol. 92(2), pages 62-66, May.
    24. Eleswarapu, Venkat R. & Reinganum, Marc R., 1993. "The seasonal behavior of the liquidity premium in asset pricing," Journal of Financial Economics, Elsevier, vol. 34(3), pages 373-386, December.
    25. Ghosh, Atish R., 2002. "Central bank secrecy in the foreign exchange market," European Economic Review, Elsevier, vol. 46(2), pages 253-272, February.
    26. David Andolfatto & Aleksander Berentsen & Fernando M Martin, 2020. "Money, Banking, and Financial Markets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(5), pages 2049-2086.
    27. Chen, Yu-Lun & Gau, Yin-Feng, 2015. "Foreign exchange market intervention and price discovery," Journal of the Japanese and International Economies, Elsevier, vol. 38(C), pages 214-227.
    28. Frenkel, Jacob A, 1977. "The Forward Exchange Rate, Expectations, and the Demand for Money: The German Hyperinflation," American Economic Review, American Economic Association, vol. 67(4), pages 653-670, September.
    29. Beine, Michel & Bernal, Oscar, 2007. "Why do central banks intervene secretly?: Preliminary evidence from the BoJ," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 17(3), pages 291-306, July.
    30. Michel Beine & Oscar Bernal Diaz, 2005. "Why do Central Banks intervene secretly? preliminary evidence of the BoJ," DULBEA Working Papers in, ULB -- Universite Libre de Bruxelles.
    31. Veronesi, Pietro, 1999. "Stock Market Overreaction to Bad News in Good Times: A Rational Expectations Equilibrium Model," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 975-1007.
    32. Benjamin M. Friedman, 1978. "Who Puts the Inflation Premium Into Nominal Interests Rates?," NBER Working Papers 0231, National Bureau of Economic Research, Inc.
    33. Charoenwong, Charlie & Chung, Kee H, 2000. "An Empirical Analysis of Quoted Depths of NYSE and Amex Stocks," Review of Quantitative Finance and Accounting, Springer, vol. 14(1), pages 85-102, January.
    34. Edward C. Simmons, 1947. "The Position of the Treasury Bill in the Public Debt," Journal of Political Economy, University of Chicago Press, vol. 55(4), pages 333-333.
    35. Romain Baeriswyl & Camille Cornand & Bruno Ziliotto, 2019. "Observing and shaping the market: the dilemma of central banks," Post-Print halshs-02193539, HAL.
    36. Ranaldo, Angelo & Schaffner, Patrick & Vasios, Michalis, 2021. "Regulatory effects on short-term interest rates," Journal of Financial Economics, Elsevier, vol. 141(2), pages 750-770.
    37. Jakub Kastl, 2011. "Discrete Bids and Empirical Inference in Divisible Good Auctions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(3), pages 974-1014.
    38. Loriano Mancini & Angelo Ranaldo & Jan Wrampelmeyer, 2013. "Liquidity in the Foreign Exchange Market: Measurement, Commonality, and Risk Premiums," Journal of Finance, American Finance Association, vol. 68(5), pages 1805-1841, October.
    39. Pascal J. Maenhout, 2004. "Robust Portfolio Rules and Asset Pricing," The Review of Financial Studies, Society for Financial Studies, vol. 17(4), pages 951-983.
    40. Hattori, Takahiro, 2019. "J-liquidity measure: The term structure of the liquidity premium in Japan," Japan and the World Economy, Elsevier, vol. 49(C), pages 61-72.
    41. Charfeddine, Lanouar & Khediri, Karim Ben & Aye, Goodness C. & Gupta, Rangan, 2018. "Time-varying efficiency of developed and emerging bond markets: Evidence from long-spans of historical data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 505(C), pages 632-647.
    42. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    43. Charles Engel, 2016. "Exchange Rates, Interest Rates, and the Risk Premium," American Economic Review, American Economic Association, vol. 106(2), pages 436-474, February.
    44. Brissimis, Sophocles N. & Chionis, Dionysios P., 2004. "Foreign exchange market intervention: implications of publicly announced and secret intervention for the euro exchange rate and its volatility," Journal of Policy Modeling, Elsevier, vol. 26(6), pages 661-673, September.
    45. repec:bla:jfinan:v:59:y:2004:i:6:p:2623-2654 is not listed on IDEAS
    46. David Durand, 1942. "Basic Yields of Corporate Bonds, 1900-1942," NBER Chapters, in: Basic Yields of Corporate Bonds, 1900-1942, pages 1-40, National Bureau of Economic Research, Inc.
    47. Kumari, Jyoti, 2019. "Investor sentiment and stock market liquidity: Evidence from an emerging economy," Journal of Behavioral and Experimental Finance, Elsevier, vol. 23(C), pages 166-180.
    48. Dewachter, Hans & Iania, Leonardo, 2011. "An Extended Macro-Finance Model with Financial Factors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1893-1916, December.
    49. Ali, Syed Zahid & Anwar, Sajid, 2011. "Supply-side effects of exchange rates, exchange rate expectations and induced currency depreciation," Economic Modelling, Elsevier, vol. 28(4), pages 1650-1672, July.
    50. Diebold, Francis X. & Li, Canlin & Yue, Vivian Z., 2008. "Global yield curve dynamics and interactions: A dynamic Nelson-Siegel approach," Journal of Econometrics, Elsevier, vol. 146(2), pages 351-363, October.
    51. Jun Liu, 2004. "Losing Money on Arbitrage: Optimal Dynamic Portfolio Choice in Markets with Arbitrage Opportunities," The Review of Financial Studies, Society for Financial Studies, vol. 17(3), pages 611-641.
    52. Mitusch, Kay & Nautz, Dieter, 2001. "Interest rate and liquidity risk management and the European money supply process," Journal of Banking & Finance, Elsevier, vol. 25(11), pages 2089-2101, November.
    53. Patton, Andrew J., 2011. "Volatility forecast comparison using imperfect volatility proxies," Journal of Econometrics, Elsevier, vol. 160(1), pages 246-256, January.
    54. Lasse Pedersen, 2009. "When Everyone Runs for the Exit," International Journal of Central Banking, International Journal of Central Banking, vol. 5(4), pages 177-199, December.
    55. Mark Deacon & Andrew Derry, 1994. "Deriving Estimates of Inflation Expectations from the Prices of UK Government Bonds," Bank of England working papers 23, Bank of England.
    56. De Bruyckere, Valerie & Gerhardt, Maria & Schepens, Glenn & Vander Vennet, Rudi, 2013. "Bank/sovereign risk spillovers in the European debt crisis," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4793-4809.
    57. Krishnamurthy, Arvind, 2002. "The bond/old-bond spread," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 463-506.
    58. Leo Krippner, 2015. "A Theoretical Foundation for the Nelson–Siegel Class of Yield Curve Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(1), pages 97-118, January.
    59. David Durand, 1942. "Basic Yields of Corporate Bonds, 1900-1942," NBER Books, National Bureau of Economic Research, Inc, number dura42-1, January.
    60. Engle, Robert F & Ng, Victor K, 1993. "Measuring and Testing the Impact of News on Volatility," Journal of Finance, American Finance Association, vol. 48(5), pages 1749-1778, December.
    61. Mark, Nelson C., 1985. "On time varying risk premia in the foreign exchange market: An econometric analysis," Journal of Monetary Economics, Elsevier, vol. 16(1), pages 3-18, July.
    62. repec:spo:wpmain:info:hdl:2441/hqvfahst79ekpe0losvq1h46k is not listed on IDEAS
    63. Faust, Jon & Rogers, John H. & Wang, Shing-Yi B. & Wright, Jonathan H., 2007. "The high-frequency response of exchange rates and interest rates to macroeconomic announcements," Journal of Monetary Economics, Elsevier, vol. 54(4), pages 1051-1068, May.
    64. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    65. Robert G. King & Andre Kurmann, 2002. "Expectations and the term structure of interest rates : evidence and implications," Economic Quarterly, Federal Reserve Bank of Richmond, issue Fall, pages 49-95.
    66. Ben-Rephael, Azi & Kadan, Ohad & Wohl, Avi, 2015. "The Diminishing Liquidity Premium," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 197-229, April.
    67. Krishnamurthy, Arvind, 2003. "Collateral constraints and the amplification mechanism," Journal of Economic Theory, Elsevier, vol. 111(2), pages 277-292, August.
    68. Jan Ericsson & Olivier Renault, 2006. "Liquidity and Credit Risk," Journal of Finance, American Finance Association, vol. 61(5), pages 2219-2250, October.
    69. Huberman, Gur & Halka, Dominika, 2001. "Systematic Liquidity," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 24(2), pages 161-178, Summer.
    70. Bech, Morten & Monnet, Cyril, 2016. "A search-based model of the interbank money market and monetary policy implementation," Journal of Economic Theory, Elsevier, vol. 164(C), pages 32-67.
    71. Bollen, Nicolas P. B. & Smith, Tom & Whaley, Robert E., 2004. "Modeling the bid/ask spread: measuring the inventory-holding premium," Journal of Financial Economics, Elsevier, vol. 72(1), pages 97-141, April.
    72. Lee, Yi-Tsung & Lin, Ji-Chai & Liu, Yu-Jane, 1999. "Trading patterns of big versus small players in an emerging market: An empirical analysis," Journal of Banking & Finance, Elsevier, vol. 23(5), pages 701-725, May.
    73. Robert Jarrow & Yildiray Yildirim, 2008. "Pricing Treasury Inflation Protected Securities and Related Derivatives using an HJM Model," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 16, pages 349-370, World Scientific Publishing Co. Pte. Ltd..
    74. Michael J. Fleming & Eli M. Remolona, 1999. "Price Formation and Liquidity in the U.S. Treasury Market: The Response to Public Information," Journal of Finance, American Finance Association, vol. 54(5), pages 1901-1915, October.
    75. Friedman, Benjamin M, 1978. "Who Puts the Inflation Premium into Nominal Interest Rates?," Journal of Finance, American Finance Association, vol. 33(3), pages 833-845, June.
    76. Guillaume Plantin, 2015. "Shadow Banking and Bank Capital Regulation," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 146-175.
    77. Leonall C. Andersen, 1968. "Federal Reserve Defensive Operations and Short-Run Control of the Money Stock," Journal of Political Economy, University of Chicago Press, vol. 76(2), pages 275-275.
    78. David Bolder & David Stréliski, 1999. "Yield Curve Modelling at the Bank of Canada," Technical Reports 84, Bank of Canada.
    79. James H. Stock & Mark W. Watson, 2007. "Why Has U.S. Inflation Become Harder to Forecast?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(s1), pages 3-33, February.
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