Currency Devaluation: A Case Study of Excessive Money Supply and Exchange Rate Pass-Through (ERPT) Inflationary Effect
กรณีศึกษาปริมาณเงินที่มากเกินไปและผลกระทบของภาวะเงินเฟ้อจากอัตราการส่งผ่านอัตราแลกเปลี่ยน (ERPT)
DOI:
https://doi.org/10.14456/ncrj.2023.3Keywords:
Currency devaluation, ERPT, exchange rate, extreme value theory (EVT), Frechet distribution, inflation, money supply, pass-through, Weibull distributuionAbstract
This is a case study of currency devaluation and inflationary pressure as precursors to economic recession. The purpose of this paper is to explore possible policy tools against currency devaluation and inflationary pressure. We selected Laos as a proxy country to explore the interrelationship between currencies through exchange rates against the US dollar. The weekly spot rates of exchange rates from January 1, 2012 to May 22, 2022. The sample size included 543 weeks of Asian currencies and EUR against US dollars. We employed Weibull distribution as a tool for constructing a times series equation for the individual currency exchange patterns against the US dollar. We found that the long-term equilibrium point for the Lao currency is 8,541 ± 928.46 compared to its last spot rate of 13,240 or devalued by 55%. Among seven currencies commonly traded in Laos, we found that there are 4 currencies that significantly correlated with LAK, namely CNY, SGD, VND, and EUR with T values of 9.06, 10.61. 17.70, and 10.20 or p = 0.000 in all cases and R squared was 0.52. We also found that LAK has a tail index of 5.66 under Extreme Value Theory (EVT) and is Frechet distributed with the shape parameter for LAK is = -0.18; scale = - 130.57; and location = 11,216.32. With the last spot rate at 13,240, LAK faces 18% exchange rate pass-through (ERPT) inflationary pressure.
References
Abbas, K. & Yincai, T. (2012). “Comparison of Estimation Methods for Frechet Distribution with Known Shape.” Caspian Journal of Applied Sciences Research, 1(10), pp. 58-64, 2012 ISSN: 2251-9114. Available online at http://www.cjasr.com
Akofio-Sowah, N. (2009). Is There a Link Between Exchange Rate Pass-Through and theMonetary Regime: Evidence from Sub-Saharan Africa and Latin America. International Advances in Economic Research, 15, 296–309.
Barth, J. R. & Bennett, J. T. (1975). Cost-push versus Demand-pull Inflation: Some Empirical Evidence. Journal of money, credit & banking (Ohio State University Press),7(3), 391.
Bensalah, Y. (2000). “Steps in Applying Extreme Value Theory to Finance: A Review.” Bank of Canada Working Paper 2000-20 / November 2000. ISSN 1192-5434.
Berman, N.; Martin, P.; Mayer, T. (2012). "How do Different Exporters React to Exchange Rate Changes?". Quarterly Journal of Economics. 127 (1): 437–492. doi:10.1093/qje/qjr057.
Bordo, Michael D.; Christl, Josef; Just, Christian; James, Harold (2004). OENB Working Paper (no. 92).
Campa, J.M.; Goldberg, L.S. (2005). "Exchange Rate Pass-Through into Import Prices". Review of Economics and Statistics. 87 (4): 679–690. doi:10.1162/003465305775098189. (2002 NBER Working Paper version, doi:10.3386/w8934)
CEIC Data (2022). https://www.ceicdata.com/en/indicator/laos/money-supply-m1
Access: May 29, 2022
CEIDATA (2022). https://www.ceicdata.com/en/indicator/laos/foreign-exchange-reserves
Accessed: June 2, 2022.
Choudhri, E., & Hakura, D. (2006). Exchange Rate Pass-through to Domestic Prices: Does theInflationary Environment Matter? Journal of International Money and Finance, 614–639.
Cook, J.A. (2014). "The Effect of Firm-Level Productivity on Exchange Rate Pass-Through". Economics Letters. 122 (1): 27–30. doi:10.1016/j.econlet.2013.10.028.
Cooper, Richard N. (1971). Currency devaluation in developing countries. Princeton University Press; p. 3.
Davison, A. C., and R. L. Smith (1990). “Models for exceedances over high thresholds.” J. R. Stat. Soc. B, 52(3), 393-442.
Dalmazzo, Alberto (2014). "Monetary Discipline as a Substitute for Fiscal Reforms and Market Liberalisations". Economic Notes. 43 (3): 193–210. doi:10.1111/ecno.12018. ISSN 1468-0300.
Ding, Jie; Tarokh, Vahid; Yang, Yuhong (2018). "Model Selection Techniques: An Overview". IEEE Signal Processing Magazine. 35 (6): 16–34. arXiv:1810.09583. doi:10.1109/MSP.2018.2867638. ISSN 1053-5888. S2CID 53035396.
Eliazar, Iddo (November 2017). "Lindy's Law". Physica A: Statistical Mechanics and Its Applications. 486: 797–805. Bibcode:2017PhyA..486..797E. doi:10.1016/j.physa.2017.05.077.
Embrechts, P., Resnick, S.I., and Samorodnitsky, G. (1999). “Extreme Value Theory as a Risk Management Tool.” North American Actuarial Journal, Vol. 3, No. 2, April 1999; pp. 30-41.
Embrechts, P.; Klüppelberg, C.; Mikosch, T. (1997). “Modelling Extremal Events.” Stochastic Modelling and Applied Probability 33. DOI:10.1007/978-3-642-33483-2. ISBN 978-3-540-60931-5.
Fielding, David; Bleaney, Michael (2000). "Monetary Discipline and Inflation in Developing Countries: The Role of the Exchange Rate Regime". Oxford Economic Papers. 52 (3): 521–538. doi:10.1093/oep/52.3.521. ISSN 0030-7653. JSTOR 3488640.
Fitzgerald, D. L. (1989). “Single station and regional analysis of daily rainfall extremes.” Stochastic Hydrol. Hydraul., 3, 281-292.
Gagnon, J., & Ihrig, J. (2004). Monetary Policy and Exchange Rate Pass-Through.
International Journal of Finance and Economics, 9(4), 315-338.
Goldberg, P.K.; Knetter, M.M. (1997). "Goods prices and exchange rates: What have we learned?". Journal of Economic Literature. 35 (3): 1243–1272. doi:10.3386/w5862.
Gordon, Robert J. (1988), Macroeconomics: Theory and Policy, 2nd ed., Chap. 22.4, 'Modern theories of inflation'. McGraw-Hill.
Helmy, O., Fayed, M., & Hussien, K. (2018). Exchange rate pass-through to inflation in Egypt: a structural VAR approach. Review of Economics and Political Science, 3(2), 2-19.
Henderson, David R. (1999). "Does Growth Cause Inflation?". Cato Policy Report. 21.
Hosking, J.R.M., Wallis, J.R. and Wood, E.F. (1985) “Estimation of the general extreme value distribution be the method of probability weighted moments.” Technometrics, 27(3):251-261.
IMF, World Economic Outlook Database (2021). Accessed: May 31, 2022
https://www.imf.org/en/Publications/WEO/weo-database/2021/October/download-entire-database
Jiang, R.; Murthy, D.N.P. (2011). "A study of Weibull shape parameter: Properties and significance". Reliability Engineering & System Safety. 96 (12): 1619–26. doi:10.1016/j.ress.2011.09.003.
Karl Brunner (2018). "money supply," The New Palgrave: A Dictionary of Economics, v. 3, p. 527.
Kirshner, Jonathan ed. (2002). Monetary Orders: Ambiguous Economics, Ubiquitous Politics. Cornell University Press. ISBN 0-8014-8840-0; p. 264.
Koo, Richard (2011). "The world in balance sheet recession: causes, cure, and politics". Real-World Economics Review, Issue no. 58, 12 December 2011, pp. 19–37. Retrieved 15 April 2012. See also Koo, Richard (2009). The Holy Grail of Macroeconomics-Lessons from Japan's Great Recession. John Wiley & Sons (Asia) Pte. Ltd. ISBN 978-0-470-82494-8.
Kostov, Philip & McErlean (2002). “Estimating the probability of large negative stock market returns: the case of food retailing and processing firms.” Working Paper, Agricultural and Food Economics, Queen’s University Belfast. December 2002; p. 5.
Kreinin, Mordechai (2010). International Economics: A Policy Approach. Pearson Learning Solutions. p. 438. ISBN 978-0-558-58883-0.
Krugman & Wells 2009, Chapter 14: Money, Banking, and the Federal Reserve System: Reserves, Bank Deposits, and the Money Multiplier, pp. 393–396.
Lariau, A., El Said, M., & Takebe, M. (2016). An Assessment of the Exchange Rate Pass-Through in Angola and Nigeria. IMF Working Paper No 16/191.
Leadbetter, M. R. (1991). “On a basis for ‘Peaks over Threshold’ modeling.” Statistics & Probability Letters 12 (4): 357–362, DOI:10.1016/0167-7152(91)90107-3.
Lee, Se Yoon; Mallick, Bani (2021). "Bayesian Hierarchical Modeling: Application Towards Production Results in the Eagle Ford Shale of South Texas". Sankhya B. doi:10.1007/s13571-020-00245-8.
Levy Yeyati, Eduardo; Sturzenegger, Federico (2010). "Monetary and Exchange Rate Policies". Handbooks in Economics. Handbook of Development Economics. Vol. 5. pp. 4215–4281. doi:10.1016/B978-0-444-52944-2.00002-1. ISBN 9780444529442.
Madsen, H., P.F. Rasmussen, and D. Rosbjerg, (1997). “Comparison of annual maximum series and partial duration series methods for modeling extreme hydrologic events.” 1. At-site modelling, Water Resour. Res., 33(4): 747-757.
Madsen, H., D. Rosbjerg, and P. Harremoes (1994). “PDS-modelling and regional Bayesian estimation of extreme rainfalls.” Nordic Hydrol., 25(4), 279-300.
Madsen, H., P.F. Rasmussen, and D. Rosbjerg, (1997). “Comparison of annual maximum series and partial duration series methods for modeling extreme hydrologic events.” 1. At-site modelling, Water Resour. Res., 33(4): 747-757.
Madsen, H., D. Rosbjerg, and P. Harremoes (1994). “PDS-modelling and regional Bayesian estimation of extreme rainfalls.” Nordic Hydrol., 25(4), 279-300.
Mankiw 2008, Part VI: Money and Prices in the Long Run: The Money Multiplier, pp. 347–349.
McCarthy, J. (2007). Pass-through of Exchange Rates and Import Prices to Domestic Inflation in Some Industrialized Economies. Eastern Economic Journal, 33(4), 511-537.
Melitz, Jacques (1987-02-17). "Monetary Discipline, Germany, and the European Monetary System". Rochester, NY. SSRN 884539.
Mishkin, F. (2008). Exchange Rate Pass-Through and Monetary Policy. NBER Working Paper 13889.
Neyapti, Bilin; Ozgur, Secil (2007). "The Effects of Fiscal and Monetary Discipline on Budgetary Outcomes". Contemporary Economic Policy. 25 (2): 146–155. doi:10.1111/j.1465-7287.2007.00034.x. hdl:11693/23491. ISSN 1465-7287.
NIST/SEMATECH e-Handbook of Statistical Methods (2013). http://www.itl.nist.gov/div898/handbook/, May 22, 2022. Section 8.1.6.3.
Owen, James R. (2005). Currency devaluation and emerging economy export demand. Ashgate Publishing. ISBN 0-7546-3963-0; p. 1-5.
Özyurt, S. (2016). Has the exchange rate pass through recently declined in the euro area? ECB Working Paper No 1955.
Pickands III, James (Jan 1975). “Statistical Inference Using Extreme Order Statistics.” The Annals of Statistics 3 (1): 119–131. DOI:10.1214/aos/1176343003.
Razafimahefa, I. (2012). Exchange Rate Pass-Through in Sub-Saharan African Economies and its Determinants. IMF Working Papers 12/141.
Reynolds, Alan (Fall 2001). "The Fiscal-Monetary Policy Mix" (PDF). Cato Journal. 21 (2).
Rosbjerg, D. (1985). “Estimation in partial duration series with independent and dependent peak values.” J. Hydrol., 76, 183-195.
Rosbjerg, D., and H. Madsen (1992). “On the choice of threshold level in partial duration series” Nordic Hydrological Conference, Alta, NHP Rep. 30, edited by Gunnar Ostrem, pp. 604-615, Coordination Comm. for Hydrol. in the Nordic Countries, Oslo.
Rosbjerg, D., and H. Madsen (1995). “Uncertainty measures of regional flood frequency estimators.” J. Hydrol., 167, 209-224.
Rosbjerg, and P. Harremoes (1995). “Application of the Bayesian approach in regional analysis of extreme rainfalls.” Stochastic Hydrol. Hydraul., 9(1), 77-88. International Journal of Research & Methodology in Social Science Vol. 1, No. 4, p.67 (Oct. – Dec. 2015). Online Publication 67
Rosbjerg, D., H. Madsen, and P. F. Rasmussen (1992). “Prediction in partial duration series with generalized Pareto-distributed exceedances.” Water Resour. Res., 28(11), 3001-3010.
Rosbjerg, D., P. F. Rasmussen, and H. Madsen (1991). “Modelling of exceedances in partial duration series.” Proceedings of the International Hydrology and Water Resources Symposium, pp. 755-760, Inst. of Eng., Barton, Australia.
Rosbjerg, D. (1985). “Estimation in partial duration series with independent and dependent peak values.” J. Hydrol., 76, 183-195.
Samuelson, Paul (1948), Economics, pp. 353-54.
Samuelson, Paul A.; Solow, Robert M. (1960). "Analytical Aspects of Anti-Inflation Policy". 50 (2): 177–194.
Shirangi, Mehrdad G.; Durlofsky, Louis J. (2016). "A general method to select representative models for decision making and optimization under uncertainty". Computers & Geosciences. 96: 109–123. Bibcode:2016CG.....96..109S. doi:10.1016/j.cageo.2016.08.002.
Sigrauski, Miguel (1961). "Inflation and Economic Growth". Journal of Political Economy. 75 (6): 796–810. CiteSeerX 10.1.1.330.9556. doi:10.1086/259360. S2CID 153472492.
Sloman, John (2004). Economics. Prentice Hall. ISBN 0-7450-1333-3; pp. 965-1034.
Taylor, A. & Taylor, M. (2004), "The Purchasing Power Debate”, Journal of Economic Perspectives, 18:1, 135-158.
Taylor, J. (2000). Low Inflation, Pass-Through, and Pricing Power of Firms. European Economic Review, 44(7), 1389–408.
Trading Economics (2022). Accessed: June 5, 2022.
https://tradingeconomics.com/laos/balance-of-trade
Van Montfort, M. A. J., and J. V. Witter (1986). The generalized Pareto distribution applied to rainfall depths, Hydrol. Sci. J., 31(2), 151-162.
Wang, Q. J. (1991). “The POT model described by the generalized Pareto distribution with Poisson arrival rate.” J. Hydrol., 129, 263-280.
Wagner, Niklas & Marsh, Terry (2000). “On Adaptive Tail Index Estimation for Financial Return Models.” Research Program in Finance Working Paper RPF-295. Available online at: http://haas.berkeley.edu/finance/WP/rpflist.html
White, Lawrence (2008). Is the Gold Standard Still the Gold Standard among Monetary Systems?, CATO Institute Briefing Paper no. 100, 8 Feb 2008
Wolf, Martin (2009). Fixing Global Finance. Yale University Press. ISBN 978-0-300-14277-8; pp. 66-57.
Zelenhasic, E. (1970). “Theoretical probability distributions for flood peaks.” Hydrol. Pap. 42, Colo. State Univ., Fort Collins.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 NIDA Case Research Journal
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.