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A structural time series approach to modelling multiple and resurgent meat scares in Italy

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Author Info
Mario Mazzocchi
Davide Delle Monache
Alexandra E. Lobb

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Abstract

This paper exploits a structural time series approach to model the time pattern of multiple and resurgent food scares and their direct and cross-product impacts on consumer response. A structural time series Almost Ideal Demand System (STS-AIDS) is embedded in a vector error correction framework to allow for dynamic effects (VEC-STS-AIDS). Italian aggregate household data on meat demand is used to assess the time-varying impact of a resurgent BSE crisis (1996 and 2000) and the 1999 Dioxin crisis. The VEC-STS-AIDS model monitors the short-run impacts and performs satisfactorily in terms of residuals diagnostics, overcoming the major problems encountered by the customary vector error correction approach.

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Article provided by Taylor and Francis Journals in its journal Applied Economics.

Volume (Year): 38 (2006)
Issue (Month): 14 (August)
Pages: 1677-1688
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Handle: RePEc:taf:applec:v:38:y:2006:i:14:p:1677-1688

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  1. Fanelli, L & Mazzocchi, M, 2002. "A Cointegrated VECM Demand System for Meat in Italy," Applied Economics, Taylor and Francis Journals, vol. 34(13), pages 1593-1605, September. [Downloadable!] (restricted)
  2. Henrik Hansen & Søren Johansen, 1999. "Some tests for parameter constancy in cointegrated VAR-models," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 306-333.
  3. Søren Johansen & Rocco Mosconi & Bent Nielsen, 2000. "Cointegration analysis in the presence of structural breaks in the deterministic trend," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 216-249. [Downloadable!]
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  4. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-26, June. [Downloadable!] (restricted)
  5. Mario Mazzocchi, 2003. "Time-varying coefficients in the Almost Ideal Demand System: an empirical appraisal," European Review of Agricultural Economics, Oxford University Press for the Foundation for the European Review of Agricultural Economics, vol. 30(2), pages 241-270, June.
  6. Fraser, Iain & Moosa, Imad A, 2002. " Demand Estimation in the Presence of Stochastic Trend and Seasonality: The Case of Meat Demand in the United Kingdom," American Journal of Agricultural Economics, American Agricultural Economics Association, vol. 84(1), pages 83-89, February. [Downloadable!] (restricted)
  7. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254. [Downloadable!] (restricted)
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