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Asymmetric fuel price responses under heterogeneity

  • Balaguer, Jacint
  • Ripollés, Jordi

We explore the effect of cross-sectional aggregation of data on estimation and test of asymmetric retail fuel price responses to wholesale price shocks. The analysis is performed on data collected daily from individual fuel stations in the Spanish metropolitan areas of Madrid and Barcelona. While the standard OLS estimator is applied to an error correction model in the case of the aggregated time series, we use the mean group approaches developed by Pesaran and Smith (1995) and Pesaran (2006) to estimate the short- and long-run micro-relations under heterogeneity. We found remarkable differences between the results of estimations using aggregated and disaggregated data, which are highly robust to both datasets considered. Our findings could help to explain many of the results in the literature on this research topic. On the one hand, they suggest that the typical estimation with aggregated data clearly tends to overestimate the persistence of shocks. On the other hand, we show that aggregation may generate a loss of efficiency in econometric estimates that is sufficiently large to hide the existence of the “rockets and feathers” phenomenon.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 52481.

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Date of creation: Dec 2013
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Handle: RePEc:pra:mprapa:52481
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  1. Christian Broda & David E. Weinstein, 2008. "Understanding International Price Differences Using Barcode Data," NBER Working Papers 14017, National Bureau of Economic Research, Inc.
  2. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, 07.
  3. Leon Bettendorf & Stephanie van der Geest & Gerard Kuper, 2005. "Do Daily Retail Gasoline Prices adjust Asymmetrically?," Tinbergen Institute Discussion Papers 05-040/2, Tinbergen Institute.
  4. Pesaran, M. Hashem & Chudik, Alexander, 2011. "Aggregation in Large Dynamic Panels," IZA Discussion Papers 5478, Institute for the Study of Labor (IZA).
  5. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
  6. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-18, Nov.-Dec..
  7. Michael Noel, 2009. "Do retail gasoline prices respond asymmetrically to cost shocks? The influence of Edgeworth Cycles," RAND Journal of Economics, RAND Corporation, vol. 40(3), pages 582-595.
  8. Jean Imbs & Haroon Mumtaz & Morten O. Ravn & Helene Rey, 2003. "PPP Strikes Back: Aggregation and the Real Exchange Rate," IEHAS Discussion Papers 0307, Institute of Economics, Centre for Economic and Regional Studies, Hungarian Academy of Sciences.
  9. Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March.
  10. Contín-Pilart, Ignacio & Correljé, Aad F. & Blanca Palacios, M., 2009. "Competition, regulation, and pricing behaviour in the Spanish retail gasoline market," Energy Policy, Elsevier, vol. 37(1), pages 219-228, January.
  11. Breusch, T.S. & Pagan, A.R., . "The Lagrange multiplier test and its applications to model specification in econometrics," CORE Discussion Papers RP 412, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  12. Bettendorf, Leon & van der Geest, Stephanie A. & Varkevisser, Marco, 2003. "Price asymmetry in the Dutch retail gasoline market," Energy Economics, Elsevier, vol. 25(6), pages 669-689, November.
  13. Robertson, Raymond & Kumar, Anil & Dutkowsky, Donald H., 2009. "Purchasing Power Parity and aggregation bias for a developing country: The case of Mexico," Journal of Development Economics, Elsevier, vol. 90(2), pages 237-243, November.
  14. Granger, C. W. J., 1980. "Long memory relationships and the aggregation of dynamic models," Journal of Econometrics, Elsevier, vol. 14(2), pages 227-238, October.
  15. Westerlund Joakim, 2006. "Testing for Error Correction in Panel Data," Research Memorandum 056, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
  16. Markus Eberhardt & Francis Teal, 2013. "No Mangoes in the Tundra: Spatial Heterogeneity in Agricultural Productivity Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(6), pages 914-939, December.
  17. Garrett, Thomas A., 2003. "Aggregated versus disaggregated data in regression analysis: implications for inference," Economics Letters, Elsevier, vol. 81(1), pages 61-65, October.
  18. Stephan von Cramon-Taubadel & Jens-Peter Loy & Jochen Meyer, 2006. "The impact of cross-sectional data aggregation on the measurement of vertical price transmission: An experiment with German food prices," Agribusiness, John Wiley & Sons, Ltd., vol. 22(4), pages 505-522.
  19. Jörg Breitung & Samarjit Das, 2005. "Panel unit root tests under cross-sectional dependence," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 59(4), pages 414-433.
  20. repec:hal:journl:peer-00796743 is not listed on IDEAS
  21. Severin Borenstein & A. Colin Cameron & Richard Gilbert, 1997. "Do Gasoline Prices Respond Asymmetrically to Crude Oil Price Changes?," The Quarterly Journal of Economics, Oxford University Press, vol. 112(1), pages 305-339.
  22. Valadkhani, Abbas, 2013. "Modelling the terminal gate prices of unleaded petrol in Australia," Economic Modelling, Elsevier, vol. 33(C), pages 233-243.
  23. Hashem Pesaran, M., 2003. "Aggregation of linear dynamic models: an application to life-cycle consumption models under habit formation," Economic Modelling, Elsevier, vol. 20(2), pages 383-415, March.
  24. Szymon Wlazlowski & Monica Giulietti & Jane Binner & Costas Milas, 2011. "Price Transmission in the EU Wholesale Petroleum Markets," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(2), pages 165-172, January.
  25. Radchenko, Stanislav, 2005. "Lags in the response of gasoline prices to changes in crude oil prices: The role of short-term and long-term shocks," Energy Economics, Elsevier, vol. 27(4), pages 573-602, July.
  26. Stoker, Thomas M, 1993. "Empirical Approaches to the Problem of Aggregation Over Individuals," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1827-74, December.
  27. Sam Peltzman, 1998. "Prices Rise Faster Than They Fall," University of Chicago - George G. Stigler Center for Study of Economy and State 142, Chicago - Center for Study of Economy and State.
  28. Pesaran, M.H. & Smith, R., 1992. "Estimating Long-Run Relationships From Dynamic Heterogeneous Panels," Cambridge Working Papers in Economics 9215, Faculty of Economics, University of Cambridge.
  29. Al-Gudhea, Salim & Kenc, Turalay & Dibooglu, Sel, 2007. "Do retail gasoline prices rise more readily than they fall?: A threshold cointegration approach," Journal of Economics and Business, Elsevier, vol. 59(6), pages 560-574.
  30. M. Galeotti & A. Lanza & M. Manera, 2001. "Rockets and feathers revisited: an international comparison on European gasoline markets," Working Paper CRENoS 200112, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  31. Lippi, Marco, 1988. "On the dynamic shape of aggregated error correction models," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 561-585.
  32. repec:taf:jnlbes:v:30:y:2012:i:2:p:165-172 is not listed on IDEAS
  33. Bacon, Robert W., 1991. "Rockets and feathers: the asymmetric speed of adjustment of UK retail gasoline prices to cost changes," Energy Economics, Elsevier, vol. 13(3), pages 211-218, July.
  34. Kuper, Gerard H., 2012. "Inventories and upstream gasoline price dynamics," Energy Economics, Elsevier, vol. 34(1), pages 208-214.
  35. Lance J. Bachmeier & James M. Griffin, 2003. "New Evidence on Asymmetric Gasoline Price Responses," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 772-776, August.
  36. Geweke, John F, 1978. "Temporal Aggregation in the Multiple Regression Model," Econometrica, Econometric Society, vol. 46(3), pages 643-61, May.
  37. Nicholas J. Powers, 1995. "Sticky short-run prices and vertical pricing: Evidence from the market for iceberg lettuce," Agribusiness, John Wiley & Sons, Ltd., vol. 11(1), pages 57-75.
  38. Asane-Otoo, Emmanuel & Schneider, Jan, 2015. "Retail fuel price adjustment in Germany: A threshold cointegration approach," Energy Policy, Elsevier, vol. 78(C), pages 1-10.
  39. Balaguer, Jacint & Ripollés, Jordi, 2012. "Testing for price response asymmetries in the Spanish fuel market. New evidence from daily data," Energy Economics, Elsevier, vol. 34(6), pages 2066-2071.
  40. P. K. Trivedi, 1985. "Distributed Lags, Aggregation and Compounding: Some Econometric Implications," Review of Economic Studies, Oxford University Press, vol. 52(1), pages 19-35.
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