Cointegration, error correction and exchange rate forecasting
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DOI: 10.1016/j.intfin.2016.04.007
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- Banerjee, Anindya & Marcellino, Massimiliano & Masten, Igor, 2014.
"Forecasting with factor-augmented error correction models,"
International Journal of Forecasting, Elsevier, vol. 30(3), pages 589-612.
- Banerjee, Anindya & Marcellino, Massimiliano, 2008. "Factor-augmented Error Correction Models," CEPR Discussion Papers 6707, C.E.P.R. Discussion Papers.
- Anindya Banerjee & Massimiliano Marcellino, 2008. "Factor-augmented Error Correction Models," Working Papers 335, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Anindya Banerjee & Massimiliano Marcellino & Igor Masten, 2009. "Forecasting with Factor-Augmented Error Correction Models," Discussion Papers 09-06r, Department of Economics, University of Birmingham.
- Banerjee, Anindya & Marcellino, Massimiliano & Masten, Igor, 2010. "Forecasting with Factor-augmented Error Correction Models," CEPR Discussion Papers 7677, C.E.P.R. Discussion Papers.
- Igor Masten & Massimiliano Marcellino & Anindya Banerjeey, 2009. "Forecasting with Factor-augmented Error Correction Models," RSCAS Working Papers 2009/32, European University Institute.
- Anindya Banerjee & Massimiliano Marcellino, 2008. "Factor-augmented Error Correction Models," Economics Working Papers ECO2008/15, European University Institute.
- Bekiros, Stelios D., 2014.
"Exchange rates and fundamentals: Co-movement, long-run relationships and short-run dynamics,"
Journal of Banking & Finance, Elsevier, vol. 39(C), pages 117-134.
- Stelios Bekiros, 2011. "Exchange Rates and Fundamentals: Co-Movement, Long-Run Relationships and Short-run Dynamics," Economics Working Papers ECO2011/21, European University Institute.
- Lin, Jin-Lung & Tsay, Ruey S, 1996. "Co-integration Constraint and Forecasting: An Empirical Examination," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 519-538, Sept.-Oct.
- Davidson, Russell & MacKinnon, James G, 1981.
"Several Tests for Model Specification in the Presence of Alternative Hypotheses,"
Econometrica, Econometric Society, vol. 49(3), pages 781-793, May.
- Russell Davidson & James G. MacKinnon, 1980. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Working Paper 378, Economics Department, Queen's University.
- Davidson, Russell & MacKinnon, James G., 1980. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Queen's Institute for Economic Research Discussion Papers 275156, Queen's University - Department of Economics.
- Swanson, Norman R., 2002. "Comments on 'A vector error-correction forecasting model of the US economy'," Journal of Macroeconomics, Elsevier, vol. 24(4), pages 599-606, December.
- Christoffersen, Peter F & Diebold, Francis X, 1998.
"Cointegration and Long-Horizon Forecasting,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 16(4), pages 450-458, October.
- Peter F. Christoffersen & Francis X. Diebold, 1997. "Cointegration and Long-Horizon Forecasting," NBER Technical Working Papers 0217, National Bureau of Economic Research, Inc.
- Mr. Francis X. Diebold & Mr. Peter F. Christoffersen, 1997. "Cointegration and Long-Horizon Forecasting," IMF Working Papers 1997/061, International Monetary Fund.
- Peter F. Christoffersen & Francis X. Diebold, 1997. "Cointegration and long-horizon forecasting," Working Papers 97-14, Federal Reserve Bank of Philadelphia.
- Pesaran, M. Hashem & Schuermann, Til & Smith, L. Vanessa, 2009.
"Forecasting economic and financial variables with global VARs,"
International Journal of Forecasting, Elsevier, vol. 25(4), pages 642-675, October.
- Pesaran, M.H. & Schuermann, T. & Smit, L.V., 2008. "Forecasting Economic and Financial Variables with Global VARs," Cambridge Working Papers in Economics 0807, Faculty of Economics, University of Cambridge.
- M. Hashem Pesaran & Til Schuermann & L. Vanessa Smith, 2008. "Forecasting Economic and Financial Variables with Global VARs," CESifo Working Paper Series 2263, CESifo.
- M. Hashem Pesaran & Til Schuermann & L. Vanessa Smith, 2008. "Forecasting economic and financial variables with global VARs," Staff Reports 317, Federal Reserve Bank of New York.
- Lance J. Bachmeier & Norman R. Swanson, 2005.
"Predicting Inflation: Does The Quantity Theory Help?,"
Economic Inquiry, Western Economic Association International, vol. 43(3), pages 570-585, July.
- Lance J. Bachmeier & Norman R. Swanson, 2003. "Predicting Inflation: Does The Quantity Theory Help?," Departmental Working Papers 200317, Rutgers University, Department of Economics.
- M. H. Pesaran, 1974. "On the General Problem of Model Selection," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 41(2), pages 153-171.
- Bela Balassa, 1964. "The Purchasing-Power Parity Doctrine: A Reappraisal," Journal of Political Economy, University of Chicago Press, vol. 72(6), pages 584-584.
- Banerjee, Anindya & Marcellino, Massimiliano & Masten, Igor, 2014.
"Forecasting with factor-augmented error correction models,"
International Journal of Forecasting, Elsevier, vol. 30(3), pages 589-612.
- Banerjee, Anindya & Marcellino, Massimiliano, 2008. "Factor-augmented Error Correction Models," CEPR Discussion Papers 6707, C.E.P.R. Discussion Papers.
- Banerjee, Anindya & Marcellino, Massimiliano & Masten, Igor, 2010. "Forecasting with Factor-augmented Error Correction Models," CEPR Discussion Papers 7677, C.E.P.R. Discussion Papers.
- Anindya Banerjee & Massimiliano Marcellino & Igor Masten, 2009. "Forecasting with Factor-Augmented Error Correction Models," Discussion Papers 09-06, Department of Economics, University of Birmingham.
- Anindya Banerjee & Massimiliano Marcellino, 2008. "Factor-augmented Error Correction Models," Working Papers 335, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Igor Masten & Massimiliano Marcellino & Anindya Banerjeey, 2009. "Forecasting with Factor-augmented Error Correction Models," RSCAS Working Papers 2009/32, European University Institute.
- Anindya Banerjee & Massimiliano Marcellino & Igor Masten, 2010. "Forecasting with Factor-augmented Error Correction," Discussion Papers 09-06r, Department of Economics, University of Birmingham.
- Anindya Banerjee & Massimiliano Marcellino, 2008. "Factor-augmented Error Correction Models," Economics Working Papers ECO2008/15, European University Institute.
- Tor Jacobson & Per Jansson & Anders Vredin & Anders Warne, 2001. "Monetary policy analysis and inflation targeting in a small open economy: a VAR approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(4), pages 487-520.
- George Tawadros, 2001. "The predictive power of the monetary model of exchange rate determination," Applied Financial Economics, Taylor & Francis Journals, vol. 11(3), pages 279-286.
- Ashley, R & Granger, C W J & Schmalensee, R, 1980. "Advertising and Aggregate Consumption: An Analysis of Causality," Econometrica, Econometric Society, vol. 48(5), pages 1149-1167, July.
- Pesaran, M. Hashem & Schuermann, Til & Smith, L. Vanessa, 2009. "Rejoinder to comments on forecasting economic and financial variables with global VARs," International Journal of Forecasting, Elsevier, vol. 25(4), pages 703-715, October.
- Christopher J. Neely & Lucio Sarno, 2002.
"How well do monetary fundamentals forecast exchange rates?,"
Review, Federal Reserve Bank of St. Louis, vol. 84(Sep), pages 51-74.
- Christopher J. Neely & Lucio Sarno, 2002. "How well do monetary fundamentals forecast exchange rates?," Working Papers 2002-007, Federal Reserve Bank of St. Louis.
- Hiroaki Chigira & Taku Yamamoto, 2009.
"Forecasting in large cointegrated processes,"
Journal of Forecasting, John Wiley & Sons, Ltd., vol. 28(7), pages 631-650.
- Hiroaki Chigira & Taku Yamamoto, 2006. "Forcasting in large cointegrated processes," Hi-Stat Discussion Paper Series d06-169, Institute of Economic Research, Hitotsubashi University.
- Maria M. De Mello, 2009. "Cointegration And The Forecast Accuracy Of Var Models," CEF.UP Working Papers 0902, Universidade do Porto, Faculdade de Economia do Porto.
- Hendry, David F. & Clements, Michael P., 2003.
"Economic forecasting: some lessons from recent research,"
Economic Modelling, Elsevier, vol. 20(2), pages 301-329, March.
- David Hendry & Michael P. Clements, 2001. "Economic Forecasting: Some Lessons from Recent Research," Economics Papers 2002-W11, Economics Group, Nuffield College, University of Oxford.
- David Hendry & Michael P. Clements & Department of Economics & University of Warwick, 2001. "Economic Forecasting: Some Lessons from Recent Research," Economics Series Working Papers 78, University of Oxford, Department of Economics.
- Hendry, David F & Michael P. Clements, 2002. "Economic Forecasting: Some Lessons from Recent Research," Royal Economic Society Annual Conference 2002 99, Royal Economic Society.
- Clements, Michael P. & Hendry, David F., 2001. "Economic forecasting: some lessons from recent research," Working Paper Series 82, European Central Bank.
- Imad Moosa & Kelly Burns, 2014. "Error correction modelling and dynamic specifications as a conduit to outperforming the random walk in exchange rate forecasting," Applied Economics, Taylor & Francis Journals, vol. 46(25), pages 3107-3118, September.
- Imad Moosa & John Vaz, 2015. "Why is it so difficult to outperform the random walk? An application of the Meese-Rogoff puzzle to stock prices," Applied Economics, Taylor & Francis Journals, vol. 47(4), pages 398-407, January.
- Barakchian , Seyed Mahdi, 2012. "Implications of Cointegration for Forecasting: A Review and an Empirical Analysis," Journal of Money and Economy, Monetary and Banking Research Institute, Central Bank of the Islamic Republic of Iran, vol. 7(1), pages 87-118, October.
- Baum, Christopher F. & Barkoulas, John T. & Caglayan, Mustafa, 2001.
"Nonlinear adjustment to purchasing power parity in the post-Bretton Woods era,"
Journal of International Money and Finance, Elsevier, vol. 20(3), pages 379-399, June.
- Christopher F. Baum & Mustafa Caglayan & John Barkoulas, 1998. "Nonlinear Adjustment to Purchasing Power Parity in the post-Bretton Woods Era," Boston College Working Papers in Economics 404., Boston College Department of Economics, revised 16 Nov 1999.
- Imad A. Moosa, 1994. "Testing Proportionality, Symmetry and Exclusiveness in Long-run PPP," Journal of Economic Studies, Emerald Group Publishing, vol. 21(3), pages 3-21, September.
- Hoffman, Dennis L & Rasche, Robert H, 1996. "Assessing Forecast Performance in a Cointegrated System," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 495-517, Sept.-Oct.
- Faust, Jon & Rogers, John H. & H. Wright, Jonathan, 2003.
"Exchange rate forecasting: the errors we've really made,"
Journal of International Economics, Elsevier, vol. 60(1), pages 35-59, May.
- Jon Faust & John H. Rogers & Jonathan H. Wright, 2001. "Exchange rate forecasting: the errors we've really made," International Finance Discussion Papers 714, Board of Governors of the Federal Reserve System (U.S.).
- Duy, Timothy A. & Thoma, Mark A., 1998. "Modeling and Forecasting Cointegrated Variables: Some Practical Experience," Journal of Economics and Business, Elsevier, vol. 50(3), pages 291-307, May.
- 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.
- John T. Harvey, 2006.
"Post Keynesian versus neoclassical explanations of exchange rate movements: a short look at the long run,"
Journal of Post Keynesian Economics,
M.E. Sharpe, Inc., vol. 28(2), pages 161-179, January.
- John Harvey, 2005. "Post Keynesian versus Neoclassical Explanations of Exchange Rate Movements: A Short Look at the Long Run," Working Papers 200501, Texas Christian University, Department of Economics.
- P. Geoffrey Allen & Robert Fildes, 2005.
"Levels, Differences and ECMs – Principles for Improved Econometric Forecasting,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(s1), pages 881-904, December.
- Allen, P. Geoffrey & Fildes, Robert, 2004. "Levels, Differences And Ecms - Principles For Improved Econometric Forecasting," Working Paper Series 14501, University of Massachusetts, Amherst, Department of Resource Economics.
- Clements, Michael P & Hendry, David F, 1996. "Intercept Corrections and Structural Change," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 475-494, Sept.-Oct.
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Keywords
Exchange rate; Cointegration; Forecasting; Dynamic models;All these keywords.
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