Canary Island tomato exports: A stable seasonal pattern?

Authors

  • Gloria Martín Rodríguez Universidad de La Laguna
  • Víctor Javier Cano Fernández Universidad de La Laguna
  • José Juan Cáceres-Hernández Universidad de La Laguna

DOI:

https://doi.org/10.7201/earn.2002.02.03

Keywords:

tomato exports, seasonality, unit roots, structural time series models, outliers

Abstract

This paper studies the evolution of the weekly exports of Canary Island tomatoes after the entry of Spain in the European Union. A first analysis of deterministic components reveals their instability, clearly related to changes in the EU commercial regulations of access to European markets, and the presence of many outliers due to different reasons. These factors must be considered in the study of stochastic seasonality of the series. Furthermore, it is necessary to take into account the weekly frequency data and the existence of periods without exports in order to capture its behaviour and, in particular, the nature of its seasonal component.

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Author Biographies

Gloria Martín Rodríguez, Universidad de La Laguna

Dep. de Economía de las Instituciones, Estadística Económica y Econometría
U. Laguna.

Víctor Javier Cano Fernández, Universidad de La Laguna

Dep. de Economía de las Instituciones, Estadística Económica y Econometría
U. Laguna.

José Juan Cáceres-Hernández, Universidad de La Laguna

Dep. de Economía de las Instituciones, Estadística Económica y Econometría
U. Laguna.

References

Abeysinghe, T. (1991). «Inappropriate use of seasonal dummies in regression». Economics Letters 36: 175-179. https://doi.org/10.1016/0165-1765(91)90185-N

Abeysinghe, T. (1994). «Deterministic seasonal models and spurious regressions». Journal of Econometrics 61: 259-272. https://doi.org/10.1016/0304-4076(94)90086-8

Cáceres, J.J. (1996). «Contraste de raíces unitarias en datos semanales». Estadística Española 38(141): 139-159.

Cáceres, J.J. (2000). La Exportación de Tomate en Canarias. Elementos para una estrategia competitiva. Ediciones Canarias.

Cáceres, J.J. (2001). «Optimalidad del patrón estacional de las exportaciones canarias de tomate». Estudios de Economía Aplicada 18: 41-66.

Dickey, D.A. y Fuller, W.A. (1981). «Likelihood ratio statistics for autoregressive time series with a unit root». Econometrica 49(4): 1057-1072. https://doi.org/10.2307/1912517

Dickey, D.A. y Pantula, S.G. (1987). «Determining the order of differencing in autoregressive processes». Journal of Business and Economic Statistics 5(4): 455-462. https://doi.org/10.2307/1391997

Durbin, J. y Koopman, S.J. (2001). Time Series Analysis by State Space Methods. Oxford University Press.

Franses, P.H. (1994). Recent advances in modelling seasonality. Econometric Institute Report, 9467/a.

Franses, P.H. (1996). Periodicity and Stochastic Trends in Economic Time Series. Oxford University Press.

Franses, P.H. (1997). «Seasonality in economic time series». En Ullah, A. y Giles, D.E.A. (Eds.) Handbook of Applied Economic Statistics. (Presentado como documento de trabajo del Econometric Institute Report).

Franses, P. H. y Vogelsang, T. (1995). Testing for seasonal unit roots in the presence of changing seasonal means. Econometric Institute. Erasmus University. Rotterdam. Report 9532/A.

Franses, P.H. y Taylor, R. (2000). «Determining the order of differencing in seasonal time series processes». Econometrics Journal 3: 250-264. https://doi.org/10.1111/1368-423X.00048

Fuller, W. (1976). Introduction to statistical time series. John Wiley & Sons. Ghysels, E. (1994). «On the economics and econometrics of seasonality». En Sims, C. (Ed.) Advances in Econometrics. Sixth World Congress, vol. 1, cap. 7.

Ghysels, E., Lee, H.S. y Noh, J. (1994). «Testing for unit roots in seasonal time series». Journal of Econometrics 62: 415-442. https://doi.org/10.1016/0304-4076(94)90030-2

Harvey, A.C. (1989). Forecasting, structural time series models and the Kalman filter. Cambridge University Press. https://doi.org/10.1017/CBO9781107049994

Harvey, A.C. (1993). Time series models. Harvester Wheatsheaf.

Harvey, A.C., S.J. Koopman y M. Riani (1995) The modelling and seasonal adjustment of weekly observations, London School of Economics, Discussion Paper EM/95/284.

Hylleberg, S. (1986). Seasonality in regression. Academic Press Inc.

Hylleberg, S. (1992). Modelling seasonality. Oxford University Press.

Hylleberg, S. (1994). «Modelling seasonal variation». En Hargreaves, C.P. (Ed.) Nonstationary time series analysis and cointegration, 153-178. Oxford University Press.

Hylleberg, S., Engle, R.F., Granger, C.W.J. y Yoo, B.S. (1990). «Seasonal integration and cointegration». Journal of Econometrics 44: 215-238. https://doi.org/10.1016/0304-4076(90)90080-D

Kalman, R.E. (1960). «A new approach to linear filtering and prediction problems». Transactions ASME, Series D, Journal of Basic Engineering 82: 35-45. https://doi.org/10.1115/1.3662552

Kalman, R.E. y Bucy, R.S. (1961). «New results in linear filtering and prediction theory». Transactions ASME, Series D, Journal of Basic Engineering 83: 95-108. https://doi.org/10.1115/1.3658902

Koopman, S.J. (1992). Diagnostic checking and intradaily effects in time series models. Thesis Publishers. Tinbergen Institute Research Series, 27. Amsterdam.

Koopman, S.J., Harvey, A.C., Doornik, J.A. y Shephard, N. (2000). STAMP: Structural time series analyser, modeller and predictor. Timberlake Consultants.

Mackinnon, J.G. (1991). «Critical values for cointegration tests». En Engle, R.F. y Granger, C.W.J. (Eds.) Long-run economic relationships. Oxford University Press, 267-276.

Miron, J.A. (1994). «The economics of seasonal cycles». En Sims, C. (Ed.) Advances in Econometrics. Sixth World Congress. vol. 1, cap. 6. https://doi.org/10.1017/CCOL0521444594.006

Perron, P. y Vogelsang, T.J. (1992a). «Nonstationary and level shifts with an application to purchasing power parity». Journal of Business and Economic Statistics 10: 301-320. https://doi.org/10.1080/07350015.1992.10509907

Perron, P. y Vogelsang, T.J. (1992b). «Testing for a unit root in a time series with a changing mean: corrections and extensions». Journal of Business and Economic Statistics 10: 467-470. https://doi.org/10.1080/07350015.1992.10509923

Published

2011-10-23

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