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Forecasting Demand for Denominations of Chilean Coins and Banknotes

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  • Camila Figueroa
  • Michael Pedersen

Abstract

Monetary authorities have to plan how many units of coins and bank notes they need to buy / produce to meet the needs of the economy. With data from the Central Bank of Chile, the process of supplying coins and banknotes to the banking sector is described. This is followed by exercises aiming at finding useful models for forecasting cash demand for the horizons up to three years, which are the relevant ones for planning purchases and delivery of individual banknotes in Chile. With respect to the aggregate circulating stock of cash, time series models seem to perform better for the one–year–ahead horizon, while models based on fundamental variables are better for two and three years. Time series models for each denomination seem to be the best forecasting option to guide the purchases of notes and coins.

Suggested Citation

  • Camila Figueroa & Michael Pedersen, 2017. "Forecasting Demand for Denominations of Chilean Coins and Banknotes," Working Papers Central Bank of Chile 799, Central Bank of Chile.
    • Handle: RePEc:chb:bcchwp:799
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    File URL: https://www.bcentral.cl/documents/33528/133326/DTBC_799.pdf
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    References listed on IDEAS

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    1. By May Khamis & Alfredo M. Leone, 2001. "Can Currency Demand Be Stable Under a Financial Crisis? The Case of Mexico," IMF Staff Papers, Palgrave Macmillan, vol. 48(2), pages 1-6.
    2. John Bagnall & David Bounie & Kim P. Huynh & Anneke Kosse & Tobias Schmidt & Scott Schuh, 2016. "Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data," International Journal of Central Banking, International Journal of Central Banking, vol. 12(4), pages 1-61, December.
    3. Columba, Francesco, 2009. "Narrow money and transaction technology: New disaggregated evidence," Journal of Economics and Business, Elsevier, vol. 61(4), pages 312-325, July.
    4. Geoffrey R. Dunbar, 2019. "Demographics and the demand for currency," Empirical Economics, Springer, vol. 57(4), pages 1375-1409, October.
    5. William A. Barnett & Douglas Fisher & Apostolos Serletis, 2006. "Consumer Theory and the Demand for Money," World Scientific Book Chapters, in: Money And The Economy, chapter 1, pages 3-43, World Scientific Publishing Co. Pte. Ltd..
    6. Duca, John V. & VanHoose, David D., 2004. "Recent developments in understanding the demand for money," Journal of Economics and Business, Elsevier, vol. 56(4), pages 247-272.
    7. Tamas Briglevics & Scott Schuh, 2013. "U.S. consumer demand for cash in the era of low interest rates and electronic payments," Working Papers 13-23, Federal Reserve Bank of Boston.
    8. Bartzsch, Nikolaus & Seitz, Franz & Setzer, Ralph, 2015. "The demand for euro banknotes in Germany: Structural modelling and forecasting," MPRA Paper 64949, University Library of Munich, Germany.
    9. Gene Amromin & Sujit Chakravorti, 2009. "Whither Loose Change? The Diminishing Demand for Small-Denomination Currency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(2-3), pages 315-335, March.
    10. Tom Cusbert & Thomas Rohling, 2013. "Currency Demand during the Global Financial Crisis: Evidence from Australia," RBA Research Discussion Papers rdp2013-01, Reserve Bank of Australia.
    11. Harvey, David I & Leybourne, Stephen J & Newbold, Paul, 1998. "Tests for Forecast Encompassing," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(2), pages 254-259, April.
    12. John Bagnall & David Bounie & Kim P. Huynh & Anneke Kosse & Tobias Schmidt & Scott Schuh, 2016. "Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data," International Journal of Central Banking, International Journal of Central Banking, vol. 12(4), pages 1-61, December.
    13. Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
    14. William J. Baumol, 1952. "The Transactions Demand for Cash: An Inventory Theoretic Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 66(4), pages 545-556.
    15. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
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