Forecasting bulk prices of Bordeaux wines using leading indicators
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DOI: 10.1016/j.ijforecast.2019.04.021
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- Emmanuel Paroissien, 2020. "Forecasting bulk prices of Bordeaux wines using leading indicators," Post-Print hal-02408202, HAL.
References listed on IDEAS
- Yeo, Michelle & Fletcher, Tristan & Shawe-Taylor, John, 2015. "Machine Learning in Fine Wine Price Prediction," Journal of Wine Economics, Cambridge University Press, vol. 10(2), pages 151-172, November.
- Jha, Girish K. & Sinha, Kanchan, 2013. "Agricultural Price Forecasting Using Neural Network Model: An Innovative Information Delivery System," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 26(2).
- Ashenfelter, Orley, 2010.
"Predicting the Quality and Prices of Bordeaux Wine,"
Journal of Wine Economics, Cambridge University Press, vol. 5(1), pages 40-52, April.
- Orley Ashenfelter, 2008. "Predicting the Quality and Prices of Bordeaux Wine," Economic Journal, Royal Economic Society, vol. 118(529), pages 174-184, June.
- Orley Ashenfelter, 2008. "Predicting the Quality and Prices of Bordeaux Wine," Economic Journal, Royal Economic Society, vol. 118(529), pages 174-184, June.
- Ashenfelter, Orley, 2007. "Predicting the quality and prices of Bordeaux wines," Working Papers 37297, American Association of Wine Economists.
- Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992.
"Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?,"
Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
- Kwiatkowski, D. & Phillips, P.C.B. & Schmidt, P., 1990. "Testing the Null Hypothesis of Stationarity Against the Alternative of Unit Root : How Sure are we that Economic Time Series have a Unit Root?," Papers 8905, Michigan State - Econometrics and Economic Theory.
- Denis Kwiatkowski & Peter C.B. Phillips & Peter Schmidt, 1991. "Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root?," Cowles Foundation Discussion Papers 979, Cowles Foundation for Research in Economics, Yale University.
- Kilian, Lutz & Taylor, Mark P., 2003.
"Why is it so difficult to beat the random walk forecast of exchange rates?,"
Journal of International Economics, Elsevier, vol. 60(1), pages 85-107, May.
- Kilian, Lutz & Taylor, Mark P., 2001. "Why is it so difficult to beat the random walk forecast of exchange rates?," Working Paper Series 88, European Central Bank.
- Lutz Kilian & Mark P. Taylor, 2001. "Why Is It So Difficult to Beat the Random Walk Forecast of Exchange Rates?," Working Papers 464, Research Seminar in International Economics, University of Michigan.
- Lutz Kilian & Mark P. Taylor, 2001. "Why is it so difficult to beat the Random Walk Forecast of Exchange Rates?," Tinbergen Institute Discussion Papers 01-031/4, Tinbergen Institute.
- Taylor, Mark & Kilian, Lutz, 2001. "Why is it so Difficult to Beat the Random Walk Forecast of Exchange Rates?," CEPR Discussion Papers 3024, C.E.P.R. Discussion Papers.
- Sarno,Lucio & Taylor,Mark P., 2003.
"The Economics of Exchange Rates,"
Cambridge Books,
Cambridge University Press, number 9780521485845, October.
- Mark P. Taylor, 1995. "The Economics of Exchange Rates," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 13-47, March.
- 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.
- Clements, Michael P. & Hendry, David F., 2001. "Economic forecasting: some lessons from recent research," Working Paper Series 82, European Central Bank.
- Hendry, David F & Michael P. Clements, 2002. "Economic Forecasting: Some Lessons from Recent Research," Royal Economic Society Annual Conference 2002 99, Royal Economic Society.
- 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.
- Clifton B. Cox & Patrick J. Luby, 1956. "Predicting Hog Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 38(4), pages 931-939.
- Richard E. Just & Gordon C. Rausser, 1981. "Commodity Price Forecasting with Large-Scale Econometric Models and the Futures Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(2), pages 197-208.
- Timmermann, Allan, 2006.
"Forecast Combinations,"
Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 1, chapter 4, pages 135-196,
Elsevier.
- Timmermann, Allan, 2005. "Forecast Combinations," CEPR Discussion Papers 5361, C.E.P.R. Discussion Papers.
- Marco Aiolfi & Carlos Capistrán & Allan Timmermann, 2010. "Forecast Combinations," CREATES Research Papers 2010-21, Department of Economics and Business Economics, Aarhus University.
- Aiolfi Marco & Capistrán Carlos & Timmermann Allan, 2010. "Forecast Combinations," Working Papers 2010-04, Banco de México.
- Boudoukh, Jacob & Richardson, Matthew & Shen, YuQing (Jeff) & Whitelaw, Robert F., 2007. "Do asset prices reflect fundamentals? Freshly squeezed evidence from the OJ market," Journal of Financial Economics, Elsevier, vol. 83(2), pages 397-412, February.
- Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996.
"Efficient Tests for an Autoregressive Unit Root,"
Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
- Graham Elliott & Thomas J. Rothenberg & James H. Stock, 1992. "Efficient Tests for an Autoregressive Unit Root," NBER Technical Working Papers 0130, National Bureau of Economic Research, Inc.
- Tom Doan, "undated". "GLSDETREND: RATS procedure to perform local to unity GLS detrending," Statistical Software Components RTS00077, Boston College Department of Economics.
- Tom Doan, "undated". "ERSTEST: RATS procedure to perform Elliott-Rothenberg-Stock unit root tests," Statistical Software Components RTS00066, Boston College Department of Economics.
- Roll, Richard, 1984. "Orange Juice and Weather," American Economic Review, American Economic Association, vol. 74(5), pages 861-880, December.
- Tomek, William G., 1996. "Commodity Futures Prices As Forecasts," Working Papers 127901, Cornell University, Department of Applied Economics and Management.
- Capistrán, Carlos & Timmermann, Allan, 2009.
"Forecast Combination With Entry and Exit of Experts,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 428-440.
- Timmermann Allan & Capistrán Carlos, 2006. "Forecast Combination with Entry and Exit of Experts," Working Papers 2006-08, Banco de México.
- Carlos Capistrán & Allan Timmermann, 2008. "Forecast Combination With Entry and Exit of Experts," CREATES Research Papers 2008-55, Department of Economics and Business Economics, Aarhus University.
- 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.
- Brorsen, B. Wade & Irwin, Scott H., 1996.
"Improving the Relevance of Research on Price Forecasting and Marketing Strategies,"
Agricultural and Resource Economics Review, Cambridge University Press, vol. 25(1), pages 68-75, April.
- Brorsen, B. Wade & Irwin, Scott H., 1996. "Improving The Relevance Of Research On Price Forecasting And Marketing Strategies," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 25(1), pages 1-8, April.
- Eugenio Bobenrieth & Brian Wright & Di Zeng, 2013. "Stocks-to-use ratios and prices as indicators of vulnerability to spikes in global cereal markets," Agricultural Economics, International Association of Agricultural Economists, vol. 44(s1), pages 43-52, November.
- Engle, Robert & Granger, Clive, 2015.
"Co-integration and error correction: Representation, estimation, and testing,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-276, March.
- Timmermann, Allan & Granger, Clive W. J., 2004.
"Efficient market hypothesis and forecasting,"
International Journal of Forecasting, Elsevier, vol. 20(1), pages 15-27.
- Timmermann, Allan & Granger, Clive, 2002. "Efficient Market Hypothesis and Forecasting," CEPR Discussion Papers 3593, C.E.P.R. Discussion Papers.
- Chou, Pin-Huang & Hsieh, Chia-Hsun & Shen, Carl Hsin-Han, 2016. "What explains the orange juice puzzle: Sentiment, smart money, or fundamentals?," Journal of Financial Markets, Elsevier, vol. 29(C), pages 47-65.
- Stephen Bazen & Jean-Marie Cardebat, 2018.
"Forecasting Bordeaux wine prices using state-space methods,"
Applied Economics, Taylor & Francis Journals, vol. 50(47), pages 5110-5121, October.
- Stephen Bazen & Jean-Marie Cardebat, 2018. "Forecasting Bordeaux wine prices using state-space methods," Post-Print hal-01867216, HAL.
- Kastens, Terry L. & Schroeder, Ted C. & Plain, Ronald L., 1998. "Evaluation Of Extension And Usda Price And Production Forecasts," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 23(1), pages 1-18, July.
- Glyn Wittwer & Nick Berger & Kym Anderson, 2019.
"A Model of the World’s Wine Markets,"
World Scientific Book Chapters, in: Kym Anderson (ed.), The International Economics of Wine, chapter 1, pages 3-26,
World Scientific Publishing Co. Pte. Ltd..
- Wittwer, Glyn & Berger, Nick & Anderson, Kym, 2003. "A model of the world's wine markets," Economic Modelling, Elsevier, vol. 20(3), pages 487-506, May.
- Engle, Robert F. & Yoo, Byung Sam, 1987. "Forecasting and testing in co-integrated systems," Journal of Econometrics, Elsevier, vol. 35(1), pages 143-159, May.
- 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.
- Armstrong, J. Scott & Collopy, Fred, 1992. "Error measures for generalizing about forecasting methods: Empirical comparisons," International Journal of Forecasting, Elsevier, vol. 8(1), pages 69-80, June.
- Hildegart Ahumada & Magdalena Cornejo, 2016. "Out-of-sample testing price discovery in commodity markets: the case of soybeans," Agricultural Economics, International Association of Agricultural Economists, vol. 47(6), pages 709-718, November.
- Theresa Osborne, 2004. "Market News in Commodity Price Theory: Application to the Ethiopian Grain Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(1), pages 133-164.
- G. Elliott & C. Granger & A. Timmermann (ed.), 2006. "Handbook of Economic Forecasting," Handbook of Economic Forecasting, Elsevier, edition 1, volume 1, number 1.
- Allen, P. Geoffrey, 1994. "Economic forecasting in agriculture," International Journal of Forecasting, Elsevier, vol. 10(1), pages 81-135, June.
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Cited by:
- Philippe Masset & Jean‐Philippe Weisskopf, 2022. "At what price should Bordeaux wines be released?," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 392-412, January.
- Algieri, Bernardina & Iania, Leonardo & Leccadito, Arturo & Meloni, Giulia, 2024.
"Message in a bottle: Forecasting wine prices,"
Journal of Wine Economics, Cambridge University Press, vol. 19(1), pages 64-91, February.
- Algieri, Bernardina & Iania, Leonardo & Leccadito, Arturo & Meloni, Giulia, 2023. "Message in a Bottle: Forecasting wine prices," LIDAM Discussion Papers LFIN 2023004, Université catholique de Louvain, Louvain Finance (LFIN).
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Keywords
Price forecasting; Agriculture; Error correction models; Kalman filter; ARIMA models; Combining forecasts;All these keywords.
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