Exchange rates and information about future fundamentals
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DOI: 10.1016/j.jimonfin.2022.102680
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- King, Michael & Sarno, Lucio & Sojli, Elvira, 2010. "Timing exchange rates using order flow: The case of the Loonie," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2917-2928, December.
- Martin D.D. Evans & Richard K. Lyons, 2017.
"Order Flow and Exchange Rate Dynamics,"
World Scientific Book Chapters, in: Studies in Foreign Exchange Economics, chapter 6, pages 247-290,
World Scientific Publishing Co. Pte. Ltd..
- Martin D. D. Evans & Richard K. Lyons, 2002. "Order Flow and Exchange Rate Dynamics," Journal of Political Economy, University of Chicago Press, vol. 110(1), pages 170-180, February.
- Evans, Martin D. & Lyons, Richard K., 1999. "Order Flow and Exchange Rate Dynamics," Research Program in Finance, Working Paper Series qt0dh1c16w, Research Program in Finance, Institute for Business and Economic Research, UC Berkeley.
- Martin D. D. Evans and Richard K. Lyons., 1999. "Order Flow and Exchange Rate Dynamics," Research Program in Finance Working Papers RPF-288, University of California at Berkeley.
- Martin D.D. Evans & Richard K. Lyons, 1999. "Order Flow and Exchange Rate Dynamics," NBER Working Papers 7317, National Bureau of Economic Research, Inc.
- Martin D. D. Evans & Richard K. Lyons, 2017.
"Meese-Rogoff Redux: Micro-Based Exchange-Rate Forecasting,"
World Scientific Book Chapters, in: Studies in Foreign Exchange Economics, chapter 11, pages 457-475,
World Scientific Publishing Co. Pte. Ltd..
- Martin D. D. Evans & Richard K. Lyons, 2005. "Meese-Rogoff Redux: Micro-Based Exchange-Rate Forecasting," American Economic Review, American Economic Association, vol. 95(2), pages 405-414, May.
- Martin D. D. Evans(Georgetown University and NBER) and Richard K. Lyons(U.C. Berkeley and NBER, Haas School of Business), 2005. "Meese-Rogoff Redux: Micro-Based Exchange Rate Forecasting," Working Papers gueconwpa~05-05-01, Georgetown University, Department of Economics.
- Martin D.D. Evans & Richard K. Lyons, 2005. "Meese-Rogoff Redux: Micro-Based Exchange Rate Forecasting," NBER Working Papers 11042, National Bureau of Economic Research, Inc.
- Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2017.
"Macrofinancial History and the New Business Cycle Facts,"
NBER Macroeconomics Annual, University of Chicago Press, vol. 31(1), pages 213-263.
- Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2016. "Macrofinancial History and the New Business Cycle Facts," NBER Chapters, in: NBER Macroeconomics Annual 2016, Volume 31, pages 213-263, National Bureau of Economic Research, Inc.
- Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2016. "Macrofinancial History and the New Business Cycle Facts," NBER Working Papers 22743, National Bureau of Economic Research, Inc.
- Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2016. "Macrofinancial History and the New Business Cycle Facts," Working Paper Series 2016-23, Federal Reserve Bank of San Francisco.
- Taylor, Alan M. & Jordà , Òscar & Schularick, Moritz, 2016. "Macrofinancial History and the New Business Cycle Facts," CEPR Discussion Papers 11587, C.E.P.R. Discussion Papers.
- Charles Engel & Kenneth D. West, 2005.
"Exchange Rates and Fundamentals,"
Journal of Political Economy, University of Chicago Press, vol. 113(3), pages 485-517, June.
- Charles Engel & Kenneth D. West, 2003. "Exchange rates and fundamentals," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
- Engel, Charles & West, Kenneth D., 2003. "Exchange rates and fundamentals," Working Paper Series 248, European Central Bank.
- Charles Engel & Kenneth D. West, 2004. "Exchange Rates and Fundamentals," NBER Working Papers 10723, National Bureau of Economic Research, Inc.
- Barbara Rossi, 2013.
"Exchange Rate Predictability,"
Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1063-1119, December.
- Rossi, Barbara, 2013. "Exchange Rate Predictability," CEPR Discussion Papers 9575, C.E.P.R. Discussion Papers.
- Barbara Rossi, 2013. "Exchange Rate Predictability," Working Papers 690, Barcelona School of Economics.
- Barbara Rossi, 2013. "Exchange rate predictability," Economics Working Papers 1369, Department of Economics and Business, Universitat Pompeu Fabra.
- Laura L. Veldkamp, 2011. "Information Choice in Macroeconomics and Finance," Economics Books, Princeton University Press, edition 1, number 9621.
- Bai, Jennie & Philippon, Thomas & Savov, Alexi, 2016.
"Have financial markets become more informative?,"
Journal of Financial Economics, Elsevier, vol. 122(3), pages 625-654.
- Jennie Bai & Thomas Philippon & Alexi Savov, 2012. "Have financial markets become more informative?," Staff Reports 578, Federal Reserve Bank of New York.
- Jennie Bai & Thomas Philippon & Alexi Savov, 2013. "Have Financial Markets Become More Informative?," NBER Working Papers 19728, National Bureau of Economic Research, Inc.
- Engel, Charles & Hamilton, James D, 1990. "Long Swings in the Dollar: Are They in the Data and Do Markets Know It?," American Economic Review, American Economic Association, vol. 80(4), pages 689-713, September.
- MacDonald, Ronald & Taylor, Mark P., 1994. "The monetary model of the exchange rate: long-run relationships, short-run dynamics and how to beat a random walk," Journal of International Money and Finance, Elsevier, vol. 13(3), pages 276-290, June.
- Philippe Bacchetta & Eric Van Wincoop, 2006.
"Can Information Heterogeneity Explain the Exchange Rate Determination Puzzle?,"
American Economic Review, American Economic Association, vol. 96(3), pages 552-576, June.
- Eric van Wincoop & Philippe Bacchetta, 2003. "Can Information Heterogeneity Explain the Exchange Rate Determination Puzzle?," NBER Working Papers 9498, National Bureau of Economic Research, Inc.
- Bacchetta, Philippe & van Wincoop, Eric, 2003. "Can Information Heterogeneity Explain the Exchange Rate Determination Puzzle?," CEPR Discussion Papers 3808, C.E.P.R. Discussion Papers.
- Philippe Bacchetta & Eric van Wincoop, 2003. "Can Information Heterogeneity Explain the Exchange Rate Determination Puzzle?," Working Papers 03.02, Swiss National Bank, Study Center Gerzensee.
- Eric van Wincoop & Philippe Bacchetta, 2004. "Can Information Heterogeneity Explain the Exchange Rate Determination Puzzle?," Econometric Society 2004 North American Winter Meetings 628, Econometric Society.
- Mark, Nelson C. & Sul, Donggyu, 2001.
"Nominal exchange rates and monetary fundamentals: Evidence from a small post-Bretton woods panel,"
Journal of International Economics, Elsevier, vol. 53(1), pages 29-52, February.
- Nelson Mark & Donggyu Sul, 1998. "Norminal Exchange Rates and Monetary Fundamentals: Evidence from a Small Post-Bretton Woods Panel," Working Papers 98-19, Ohio State University, Department of Economics.
- Berger, David W. & Chaboud, Alain P. & Chernenko, Sergey V. & Howorka, Edward & Wright, Jonathan H., 2008.
"Order flow and exchange rate dynamics in electronic brokerage system data,"
Journal of International Economics, Elsevier, vol. 75(1), pages 93-109, May.
- David W. Berger & Alain P. Chaboud & Sergey V. Chernenko & Edward Howorka & Jonathan H. Wright, 2006. "Order Flow and Exchange Rate Dynamics in Electronic Brokerage System Data," International Finance Discussion Papers 830, Board of Governors of the Federal Reserve System (U.S.).
- Clark, Todd E. & West, Kenneth D., 2006.
"Using out-of-sample mean squared prediction errors to test the martingale difference hypothesis,"
Journal of Econometrics, Elsevier, vol. 135(1-2), pages 155-186.
- Todd E. Clark & Kenneth D. West, 2004. "Using out-of-sample mean squared prediction errors to test the Martingale difference hypothesis," Research Working Paper RWP 04-03, Federal Reserve Bank of Kansas City.
- Philippe Bacchetta & Eric van Wincoop & Toni Beutler, 2010.
"Can Parameter Instability Explain the Meese-Rogoff Puzzle?,"
NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 6(1), pages 125-173.
- Philippe Bacchetta & Eric van Wincoop & Toni Beutler, 2010. "Can Parameter Instability Explain the Meese-Rogoff Puzzle?," NBER Chapters, in: NBER International Seminar on Macroeconomics 2009, pages 125-173, National Bureau of Economic Research, Inc.
- Philippe Bacchetta & Eric van Wincoop & Toni Beutler, 2009. "Can Parameter Instability Explain the Meese-Rogoff Puzzle?," Working Papers 09.04, Swiss National Bank, Study Center Gerzensee.
- Bacchetta, Philippe & van Wincoop, Eric & Beutler, Toni, 2009. "Can Parameter Instability Explain the Meese-Rogoff Puzzle?," CEPR Discussion Papers 7383, C.E.P.R. Discussion Papers.
- Philippe Bacchetta & Eric van Wincoop & Toni Beutler, 2009. "Can Parameter Instability Explain the Meese-Rogoff Puzzle?," Cahiers de Recherches Economiques du Département d'économie 09.08, Université de Lausanne, Faculté des HEC, Département d’économie.
- Lucio Sarno & Maik Schmeling, 2014.
"Which Fundamentals Drive Exchange Rates? A Cross‐Sectional Perspective,"
Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(2-3), pages 267-292, March.
- Sarno, Lucio & Schmeling, Maik, 2013. "Which Fundamentals Drive Exchange Rates? A Cross-Sectional Perspective," CEPR Discussion Papers 9472, C.E.P.R. Discussion Papers.
- Cerra, Valerie & Saxena, Sweta Chaman, 2010.
"The monetary model strikes back: Evidence from the world,"
Journal of International Economics, Elsevier, vol. 81(2), pages 184-196, July.
- Ms. Valerie Cerra & Ms. Sweta Chaman Saxena, 2008. "The Monetary Model Strikes Back: Evidence from the World," IMF Working Papers 2008/073, International Monetary Fund.
- Rossi, Barbara, 2006.
"Are Exchange Rates Really Random Walks? Some Evidence Robust To Parameter Instability,"
Macroeconomic Dynamics, Cambridge University Press, vol. 10(1), pages 20-38, February.
- Barbara Rossi, 2005. "Are Exchange Rates Really Random Walks? Some Evidence Robust to Parameter Instability," Data 0503001, University Library of Munich, Germany.
- Barbara Rossi, 2005. "Are Exchange Rates Really Random Walks? Some Evidence Robust to Parameter Instability," International Finance 0503006, University Library of Munich, Germany.
- Gholampour, Vahid & van Wincoop, Eric, 2019. "Exchange rate disconnect and private information: What can we learn from Euro-Dollar tweets?," Journal of International Economics, Elsevier, vol. 119(C), pages 111-132.
- Eduardo Dávila & Cecilia Parlatore, 2018. "Identifying Price Informativeness," NBER Working Papers 25210, National Bureau of Economic Research, Inc.
- Benjamin Born & Jörg Breitung, 2016. "Testing for Serial Correlation in Fixed-Effects Panel Data Models," Econometric Reviews, Taylor & Francis Journals, vol. 35(7), pages 1290-1316, August.
- 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.
- Lucio Sarno & Elvira Sojli, 2009.
"The Feeble Link between Exchange Rates and Fundamentals: Can We Blame the Discount Factor?,"
Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(2‐3), pages 437-442, March.
- Lucio Sarno & Elvira Sojli, 2009. "The Feeble Link between Exchange Rates and Fundamentals: Can We Blame the Discount Factor?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(2-3), pages 437-442, March.
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Cited by:
- Kyriazis, Nikolaos & Corbet, Shaen, 2024. "The role of international currency spillovers in shaping exchange rate dynamics in Latin America," The Quarterly Review of Economics and Finance, Elsevier, vol. 94(C), pages 1-10.
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More about this item
Keywords
Exchange rate; Macroeconomic fundamentals; Private information;All these keywords.
JEL classification:
- F31 - International Economics - - International Finance - - - Foreign Exchange
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