Bastourre, Diego (2008): Cambio fundamental o especulación financiera en los mercados de commodities? Un modelo con ajuste no lineal al equilibrio.
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Abstract
Commodity prices have been growing fast in the last few years and this has caused countless economic changes worldwide. This paper looks for a place in this topic offering a smooth transition vector autoregressive model whose motivation is rooted in the heterogeneous agent based models literature. The econometric methodology aims at identifying both those variables that influence prices in the long run –obtaining in this way an “equilibrium” or “fundamental” price, and the mechanisms that start, strengthen and eventually correct short run deviations with respect to that equilibrium. The empirical results suggest that current peaks of commodities should be carefully treated. Particularly, those records levels should not been automatically taken for granted as permanent prices for the near future.
Item Type: | MPRA Paper |
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Original Title: | Cambio fundamental o especulación financiera en los mercados de commodities? Un modelo con ajuste no lineal al equilibrio |
English Title: | Structural break or financial speculation in commodity markets? A multivariate STAR approach |
Language: | Spanish |
Subjects: | C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C32 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes ; State Space Models D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D84 - Expectations ; Speculations Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q1 - Agriculture > Q11 - Aggregate Supply and Demand Analysis ; Prices |
Item ID: | 9910 |
Depositing User: | Diego A. Bastourre |
Date Deposited: | 10 Aug 2008 11:08 |
Last Modified: | 30 Sep 2019 16:49 |
References: | Bastourre, D., J. Carrera y J. Ibarlucia (2008) “Commodity Prices in Argentina, What Does Move the Wind?”, Money Affairs , CEMLA (en proceso de publicación). Beenstock, M. (1988) “An Econometric Investigation of North-South Interdependence”, en D. Currie y D. Vines (eds.) Macroeconomic Interactions between North and South, Cambridge University Press, Cambridge, U.K. Bienkowski, N. (2007) “Exchange Trade Commodities”, The London Bullion Association. Black, F. (1976) “The Pricing of Commodity Contracts”, Journal of Financial Economics, Vol. 3, 167-179. Bleaney M. y D. Greenaway (1993) “Long-Run Trends in the Relative Price of Primary Commodities and in the Terms of Trade of Developing Countries”, Oxford Economic Papers, New Series, Vol. 45, 349-363. Borensztein E. y C. M. Reinhart (1994) “The Macroeconomic Determinants of Commodity Prices”, IMF Staff Papers, Vol. 41, 236-258. Böwer, U., A. Geis y A. Winkler (2007) “Commodity Price Fluctuations and Their Impact on Monetary and Fiscal Policies in Western and Central Africa”, Occasional Paper Series No. 60, European Central Bank, Abril. Bray, M. y N. Savin (1986) “Rational Expectations Equilibria, Learning, and Model Specification”, Econometrica, Vol. 54, 1129-1160. Camacho, M (2004) “Vector Smooth Transition Regression Models for US GDP and the Composite Index of Leading Indicators”, Journal of Forecasting, Vol. 23, 173-196. Cashin, P. y C. J. McDermott (2002) “The Long-Run Behavior of Commodity Prices: Small Trends and Big Variability”, IMF Staff Papers, Vol. 49, 175-199. Chan, K. y H. Tong (1986) “On Estimating Thresholds in Autoregressive Models”, Journal of Time Series Analysis”, Vol. 7, 179-191. Chen, S., y J. Wu (2000) “A Re-Examination of Purchasing Power Parity in Japan and Taiwan” Journal of Macroeconomics, Vol. 22, 271-284. Cheung, C. y S. Morin (2007) “The Impact of Emerging Asia on Commodity Prices”, Trabajo Presentado en la XII Reunión de la Red de Investigadores de Banca Central, Banco de España, Noviembre de 2007. Cuddington, J. y C. Urzúa (1989) “Trends and Cycles in the Net Barter Terms of Trade: a New Approach”, Economic Journal, Vol. 99, 426-442. De Gregorio, J., H. González y F. Jaque (2005) “Fluctuaciones del Dólar, Precio del Cobre y Términos del Intercambio”, Documento de Trabajo del Banco Central de Chile No. 310, Febrero de 2005. De Gregorio, J., O. Landerretche y C. Neilson (2007) “Another Pass-Through Bites the Dust? Oil Prices and Inflation”, Documentos de Trabajo del Banco Central de Chile, No. 417, Mayo de 2007. Deaton, A. (1999) “Commodity Prices and Growth in Africa”, Journal of Economic Perspectives, Vol. 13, 23-40. Deaton, A. y G. Larroque (1992) “On the Behaviour of Commodity Prices”, The Review of Economic Studies, Vol. 49, 175-199. DeLong, J., A. Shleifer, L. Summers y R. Waldmann (1990a) “Noise Trader Risk in Financial Markets”, Journal of Political Economy, Vol. 98, 703-738. DeLong, J., A. Shleifer, L. Summers y R. Waldmann (1990b) “Positive Feedback Investment Strategies and Destabilizing Rational Speculation”, Journal of Finance, Vol. 45, 379-395. Deutsche Bank (2005) “An Investor Guide to Commodities”, M. Lewis (ed.), Abril de 2005. Domanski, D. y A. Healt (2007) “Financial Investors and Commodity Markets”, BIS Quarterly Review, Marzo de 2007, 53-67. Dooley, M. y P. Garber (2005) “Is It 1958 or 1968? Three Notes on the Longevity of the Revived Bretton Woods System”, Brookings Papers on Economic Activity, Vol. 2005, 147-209. Dornbusch, R. (1985) “Policy and Performance Links Between LDC Debtors and Industrial Nations”, Brookings Papers on Economic Activity, Vol. 1985, 303-368. Engel, E. (1895): “Die Productions- und Consumptionsverhaltnisse Des Konigreichs Sachsen”, International Statistical Bulletin Institute, Vol. 9, 1-74, version original de 1857. Erb, C. y C. Harvey (2005) “The Tactic and Strategic Value of Commodity Futures”, NBER Working Paper No. 11222. FMI (2006) “The Boom in Nonfuel Commodity Prices: Can It Last?”, World Economic Outlook (Capítulo 5) , Septiembre de 2006. FMI (2007) “Global Prospects and Policies”, World Economic Outlook, (Capítulo 1), Octubre de 2007. Fourgeaud, C., C. Gourieroux y J. Pradel (1986) “Learning Procedures and Convergence to Rationality”, Econometrica, Vol. 54, 845-868. Frankel, J. (2006) “The Effect of Monetary Policy on Real Commodity Prices”, NBER Working Paper No. 12713. Frankel, J y K. Froot (1987a) “Using Survey Data to Test Standard Propositions regarding Exchange Rate Expectations”, American Economic Review, Vol. 77, 133-153. Frankel, J. y K. Froot (1987b) “Short-Term and Long-Term Expectations of the Yen/Dollar Exchange Rate: Evidence from Survey Data”, NBER Working Paper No. 2216. Frankel. J y K. Froot (1990) “The Rationality of the Forex Exchange Rate, Chartists, Fundamentalist and Trading in The Forex Exchange Rate Market, American Economic Review, Vol. 80, 181-185. Franses, P. y D. van Dijk (2000) Nonlinear Time Series Models in Empirical Finance, Cambridge University Press, Cambridge. Gilbert, C. (1989) “The Impact of Exchange Rates and Developing Country Debt on Commodity Prices”, The Economic Journal, Vol. 99, 773-784. Gorton, G. y K. Rouwenhorst (2004) “Facts and Fantasies about Commodity Futures”, NBER Working Paper No. 10595. Granger, C. y T. Teräsvirta (1993) Modeling Nonlinear Economic Relationships, Oxford University Press, New York. Grilli, E. y M. Yang (1988) “Primary Commodity Prices, Manufactured Goods, Prices and Terms of Trade of Developing Countries: What the Long Run Shows”, World Bank Economic Review, Vol. 2, 1-48. Hamilton, B. (2001) ”Using Engel's Law to Estimate CPI Bias”, American Economic Review, Vol. 91, 619-630. Harberger, A. (1950) “Currency Depreciation, Income and the Balance of Trade”, Journal of Political Economy, Vol. 58, 47-60. Holmes, D. (2006) “ A Financial Feast: a-la-carte Commodity Investing”, Alchemy, Issue 43, The London Bullion Market Association. Houthakker, H. (1987) “Engel’s Law”, en J. Eatwell, M. Milgate y P. Newman (eds.) The New Palgrave: A Dictionary of Economics”, London, Macmillan, 1987, 143-144. HSBC (2007) “When All the Boats Floated (a True Story)”, Emerging Markets Primal Research. Macro, Febrero de 2007. Ito, K. (1990) “Foreign Exchange Rate Expectations”, American Economic Review, Vol. 80, 434-449. Johnson, S. (2007) “Food and Biofuels: The Price of Success”, IMF Survey Magazine, Diciembre de 2007. Kaplinsky, R. (2006) “Revisiting the Revisited Terms of Trade: Will China Make a Difference?”, World Development, Vol. 34, 981-995. Keynes, J. M. (1930) A Treatise on Money, MacMillan, London. Keynes, J, M. (1936) The General Theory of Unemployment, Interest and Money, Harcourt, Brace and World, New York. Kolb, R. (1997) Understanding Future Markets, Blackwell Publishers, Oxford. Koop, G., H Pesaran, y S. Potter (1996) “Impulse Response Analysis in Nonlinear Multivariate Models”, Journal of Econometrics, Vol. 74, 119-47. Korhonen, I. (2004) “Does Democracy Cure a Resource Curse?” BOFIT Discussion Paper 18/2004. Laursen, S. y L. Metzler (1950) “Flexible Exchange Rates and the Theory of Employment”, Review of Economic and Statistics, Vol. 32, 281-299. Lewis, M. (2005) “The History and Development of Commodities Exchanges” en M. Lewis (ed.) An Investor Guide to Commodities, Deutsche Bank, Abril de 2005. Luukkonen, R., P. Saikkonen y T. Teräsvirta (1998) “Testing Linearity Against Smooth Transition Autoregressive Models”, Biometrica, Vol. 75, 491-499. Lutz, M. (1999) “A General Test of the Prebisch-Singer Hypothesis”, Review of Development Economics, Vol. 3, 44-57. McNee, A. (2006) “Investors Slake Commodities Thirst with Structured Products”, The Banker, Julio de 2006. Mendoza, O. (2004) “Las Asimetrías del Pass-Through en Venezuela”, Colección Economía y Finanzas: Serie Documentos de Trabajo No. 62, Banco Central de Venezuela. Michael, P., A. Nobay y D. Peel (1997) “Transactions Costs and Nonlinear Adjustments in Real Exchange Rates: An Empirical Investigation”, Journal of Political Economy, Vol. 105, 862-879. Monoyios, M. y L. Sarno (2002) “Mean Reversion in Stock Index Futures: A Nonlinear Analysis”, The Journal of Futures Markets, Vol. 22, 285-314. Morgan Stanley (2007) “How Big Could Sovereign Wealth Funds Be by 2015?”, Morgan Stanley Research Global, Mayo de 2007. Ocampo, J. y M. Parra (2003) “Returning to a Eternal Debate: The Terms of Trade in the Twentieth Century”, Serie Estudios e Informes Especiales No. 5, CEPAL, Santiago. Powell, A. (1991) “Commodity and Developing Countries Terms of Trade: What Does the Long Run Shows?”, Economic Journal, Vol. 101, 1485-1496. Prebisch, R. (1950) “The Economic Development of Latin America and Its Principal Problems”, New York, United Nations; Reimpreso al Español en Desarrollo Económico, Vol. 26, 251-302. Ridler, D. y C. Yandle (1972) “A Simplified Method of Analyzing the Effects of Exchange Rates on Exports of a Primary Commodity”, IMF Staff Papers, Vol.19, 559-578. Sachs, J. (1981) “The Current Account and Macroeconomic Adjustment in the 1970’s”, Brooking Papers on Economic Activity, Vol. 1981, 201-68. Sachs, J. y A. Warner (1995) “Natural Resource Abundance and Economic Growth”, NBER Working Paper No. 5398. Sala-i-Martin, X. y A. Subramanian (2003) “Addressing the Natural Resource Curse: An Illustration from Nigeria”, IMF Working Paper 03/139, Julio. Sarno, L., G. Valente y H. Leon (2006) “Nonlinearity in Deviations from Uncovered Interest Parity: An Explanation of the Forward Bias Puzzle”, Review of Finance, Vol. 10, 443-482. Shleifer, A. y L. Summers (1990) “The Noise Trader Approach to Finance”, Journal of Economic Perspectives, Vol. 2, 19-33. Simon, H. (1957) Models of Man, Wiley, New York, NY. Singer, H. (1950) “The Distribution of Gains between Investing and Borrowing Countries”, American Economic Review, Vol. 40, 473-485. Stevens, P. (2003) “Resource Impact Curse or Blessing? A Literature Survey”, Journal of Energy Literature, Vol. 9, 3-42. Stock, J. y M. Watson (1993) “A Simple Estimator of Cointegrating Vectors in Higher-Order Integrated Systems”, Econometrica, Vol. 6, 738-820. Taylor, M.A. y H. Allen (1992) “The Use of Technical Analysis in the Foreign Exchange Rate Market”, Journal of International Money and Finance, Vol. 11, 304-314. Taylor, M.P., D. Peel y L. Sarno (2001) “Nonlinear Mean-Reversion in Real Exchange Rates: Towards a Solution to the Purchasing Power Parity Puzzles”, International Economic Review, Vol. 42, 1015-1042. Teräsvirta, T. (1994) “Specification, Estimation and Evaluation of Smooth Transition Autoregressive Models”, Journal of the American Statistical Association, Vol. 89, 208-218. Tong, H. (1978) On a Threshold Model in Pattern Recognition and Signal Processing, C.H. Chen (ed), Sijhoff and Noordhoff, Amsterdam. Tong, H. (1990) Nonlinear Time Series: a Dynamical System Approach, Claredon Press, Oxford. Tornell, A. y P. Lane (1999) “The Voracity Effect”, American Economic Review, Vol. 89, 22-46. Tsay, R. (1989) “Testing and Modeling Threshold Autoregressive Processes”, Journal of the American Statistical Association, Vol. 84, 231-240. UNCTAD (2006) “The Emerging Biofuels Market: Regulatory, Trade and Development Implications”, United Nations. van Dijk, D. (2001) “Smooth Transition Models: Extensions and Outlier Robust Inference”, Tinberg Institute: Amsterdam. van Dijk, D., T. Teräsvirta, y P. Franses (2002) “Smooth Transition Autoregressive Models – A Survey of Recent Developments”, Econometric Reviews, Vol. 21, 1-47. Weise, C. (1999) “The Asymmetric Effects of Monetary Policy: a Nonlinear Vector Autoregression Approach”, Journal of Money, Credit and Banking, Vol. 31, 85-108. Westerhoff, F. y S. Reitz (2005) “Commodity Price Dynamics and the Nonlinear Market Impact of Technical Traders: Empirical Evidence for the US Corn Market”, Physica A 349, Vol. 2005, 641-648. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/9910 |