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The implications of liquidity expansion in China for the US dollar

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  • Wensheng Kang
  • Ronald A. Ratti
  • Joaquin L. Vespignani

Abstract

The value of the US dollar is of major importance to the world economy. Global liquidity has grown sharply in recent years with growing importance of China?s money supply to global liquidity. We develop out-of-sample forecasts of the US dollar exchange rate value using US and non-US global data on inflation, output, interest rates, and liquidity on the US, China and non-US/non-China liquidity. Monetary model forecasts significantly outperform a random walk forecast in terms of MSFE at horizons over 12 to 30 months ahead. A monetary model with sticky prices performs best. Rolling sample analysis indicates changes over time in the influence of variables in forecasting the US dollar. China?s liquidity has a distinct, significant and changing influence on the US dollar exchange rate. Post global financial crisis, increases in the growth rate in China?s M2 forecast a significantly higher value for the US dollar 12 months and 18 months ahead and significantly lower values for the US dollar 24 and 30 months.

Suggested Citation

  • Wensheng Kang & Ronald A. Ratti & Joaquin L. Vespignani, 2016. "The implications of liquidity expansion in China for the US dollar," Globalization Institute Working Papers 264, Federal Reserve Bank of Dallas.
  • Handle: RePEc:fip:feddgw:264
    DOI: 10.24149/gwp264
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    1. Frenkel, Jacob A, 1976. " A Monetary Approach to the Exchange Rate: Doctrinal Aspects and Empirical Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 78(2), pages 200-224.
    2. Barbara Rossi, 2013. "Exchange Rate Predictability," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1063-1119, December.
    3. Granville, Brigitte & Mallick, Sushanta & Zeng, Ning, 2011. "Chinese exchange rate and price effects on G3 import prices," Journal of Asian Economics, Elsevier, vol. 22(6), pages 427-440.
    4. Robert N. McCauley & Patrick McGuire & Vladyslav Sushko, 2015. "Global dollar credit: links to US monetary policy and leverage," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(82), pages 187-229.
    5. Bruno, Valentina & Shin, Hyun Song, 2015. "Capital flows and the risk-taking channel of monetary policy," Journal of Monetary Economics, Elsevier, vol. 71(C), pages 119-132.
    6. Antonello D'Agostino & Paolo Surico, 2009. "Does Global Liquidity Help to Forecast U.S. Inflation?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(2-3), pages 479-489, March.
    7. Whalley, John & Wang, Li, 2011. "The impacts of Renminbi appreciation on trade flows and reserve accumulation in a monetary trade model," Economic Modelling, Elsevier, vol. 28(1-2), pages 614-621, January.
    8. Menzie D. Chinn & Michael J. Moore, 2011. "Order Flow and the Monetary Model of Exchange Rates: Evidence from a Novel Data Set," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(8), pages 1599-1624, December.
    9. Clark, Todd E. & McCracken, Michael W., 2015. "Nested forecast model comparisons: A new approach to testing equal accuracy," Journal of Econometrics, Elsevier, vol. 186(1), pages 160-177.
    10. Grossman, Valerie & Mack, Adrienne & Martínez-García, Enrique, 2014. "A New Database of Global Economic Indicators," Journal of Economic and Social Measurement, IOS Press, issue 3, pages 163-197.
    11. Lo Duca, Marco & Nicoletti, Giulio & Vidal Martínez, Ariadna, 2016. "Global corporate bond issuance: What role for US quantitative easing?," Journal of International Money and Finance, Elsevier, vol. 60(C), pages 114-150.
    12. Charles Engel & Nelson C. Mark & Kenneth D. West, 2015. "Factor Model Forecasts of Exchange Rates," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 32-55, February.
    13. Zsolt Darvas, 2012. "Real Effective Exchange Rates for 178 Countries: a New Database," Working Papers 1201, Department of Mathematical Economics and Economic Analysis, Corvinus University of Budapest.
    14. Ratti, Ronald A. & Vespignani, Joaquin L., 2015. "Commodity prices and BRIC and G3 liquidity: A SFAVEC approach," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 18-33.
    15. Charles P. Thomas & Jaime Marquez & Sean Fahle, 2009. "Measures Of International Relative Prices For China And The Usa," Pacific Economic Review, Wiley Blackwell, vol. 14(3), pages 376-397, August.
    16. Marcel Fratzscher & Arnaud Mehl, 2014. "China's Dominance Hypothesis and the Emergence of a Tri‐polar Global Currency System," Economic Journal, Royal Economic Society, vol. 124(581), pages 1343-1370, December.
    17. Dornbusch, Rudiger, 1976. "Expectations and Exchange Rate Dynamics," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1161-1176, December.
    18. 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.
    19. Linda S. Goldberg, 2011. "The international role of the dollar: Does it matter if this changes?," Staff Reports 522, Federal Reserve Bank of New York.
    20. Holt, Charles C., 2004. "Forecasting seasonals and trends by exponentially weighted moving averages," International Journal of Forecasting, Elsevier, vol. 20(1), pages 5-10.
    21. Jeffrey A. Frankel, 2009. "New Estimation Of China'S Exchange Rate Regime," Pacific Economic Review, Wiley Blackwell, vol. 14(3), pages 346-360, August.
    22. Robert Dekle & Murat Ungor, 2013. "The Real Exchange Rate and the Structural Transformation(s) of China and the U.S," International Economic Journal, Taylor & Francis Journals, vol. 27(2), pages 303-319, June.
    23. 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.
    24. Frankel, Jeffrey A, 1979. "On the Mark: A Theory of Floating Exchange Rates Based on Real Interest Differentials," American Economic Review, American Economic Association, vol. 69(4), pages 610-622, September.
    25. Belke, Ansgar & Orth, Walter & Setzer, Ralph, 2010. "Liquidity and the dynamic pattern of asset price adjustment: A global view," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1933-1945, August.
    26. Meese, Richard A. & Rogoff, Kenneth, 1983. "Empirical exchange rate models of the seventies : Do they fit out of sample?," Journal of International Economics, Elsevier, vol. 14(1-2), pages 3-24, February.
    27. Mico Loretan, 2005. "Indexes of the foreign exchange value of the dollar," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), vol. 91(Win), pages 1-8.
    28. Beckmann, Joscha & Belke, Ansgar & Czudaj, Robert, 2014. "Does global liquidity drive commodity prices?," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 224-234.
    29. Raffaella Giacomini & Barbara Rossi, 2010. "Forecast comparisons in unstable environments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 595-620.
    30. Holt, Charles C., 2004. "Author's retrospective on 'Forecasting seasonals and trends by exponentially weighted moving averages'," International Journal of Forecasting, Elsevier, vol. 20(1), pages 11-13.
    31. Joshua Aizenman & Menzie Chinn & Michael Hutchison, 2009. "Understanding Global Liquidity in a Volatile World," Review of International Economics, Wiley Blackwell, vol. 17(4), pages 651-654, September.
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    More about this item

    JEL classification:

    • E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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