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Dynamic models in space and time

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  • Elhorst, J.P.

    (Groningen University)

Abstract

This paper presents a first-order autoregressive distributed lag model in both space and time. It is shown that this model encompasses a wide series of simpler models frequently used in the analysis of space-time data as well as models that better fit the data and have never been used before. A framework is developed to determine which model is the most likely candidate to study space-time data. As an application, the relationship between the labor force participation rate and the unemployment rate is estimated using regional data of Germany, France and the UK derived from Eurostat, 1983-1993.

Suggested Citation

  • Elhorst, J.P., 2000. "Dynamic models in space and time," Research Report 00C16, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    • Handle: RePEc:gro:rugsom:00c16
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    File URL: http://irs.ub.rug.nl/ppn/240533380
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    References listed on IDEAS

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    Cited by:

    1. Hujer Reinhard & Rodrigues Paulo J. M. & Wolf Katja, 2008. "Dynamic Panel Data Models with Spatial Correlation," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 228(5-6), pages 612-629, October.
    2. Annette Zeilstra & Paul Elhorst, 2006. "Unemployment Rates At the Regional and National Levels of the European Union: An Integrated Analysis," ERSA conference papers ersa06p73, European Regional Science Association.
    3. Valter Di Giacinto, 2013. "The dynamics of knowledge production in European regions," ERSA conference papers ersa13p543, European Regional Science Association.
    4. Ben Lockwood & Giuseppe Migali, 2009. "Did The Single Market Cause Competition in Excise Taxes? Evidence From EU Countries," Economic Journal, Royal Economic Society, vol. 119(536), pages 406-429, March.
    5. Giacomini, Raffaella & Granger, Clive W. J., 2004. "Aggregation of space-time processes," Journal of Econometrics, Elsevier, vol. 118(1-2), pages 7-26.
    6. Reinhold Kosfeld & Christian Dreger, 2006. "Thresholds for employment and unemployment: A spatial analysis of German regional labour markets, 1992–2000," Papers in Regional Science, Wiley Blackwell, vol. 85(4), pages 523-542, November.
    7. Mark V. JANIKAS & Sergio J. REY, 2008. "On The Relationships Between Spatial Clustering, Inequality, And Economic Growth In The United States : 1969-2000," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 27, pages 13-34.
    8. Fernando A. López Hernández & Coro Chasco Yrigoyen, 2004. "Space-Time Lags: Specification Strategy In Spatial Regression Models," Econometrics 0411005, University Library of Munich, Germany.
    9. Sélin Ozyurt, 2008. "A Fresh Scrutiny on Openness and Per Capita Income Spillovers in Chinese Cities: A Spatial Econometric Perspective," Working Papers 08-17, LAMETA, Universtiy of Montpellier, revised Nov 2008.
    10. Kamarianakis, Yiannis & Prastacos, Poulicos, 2002. "Space-time modeling of traffic flow," ERSA conference papers ersa02p141, European Regional Science Association.
    11. Yiannis Kamarianakis & Poulicos Prastacos, 2006. "Spatial Time-Series Modeling: A review of the proposed methodologies," Working Papers 0604, University of Crete, Department of Economics.
    12. Arbia, G., 2004. "Alternative approaches to regional convergence exploiting both spatial and temporal information," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 22, pages 1-18, Diciembre.
    13. J.Paul Elhorst, 2005. "Models for Dynamic Panels in Space and Time - an Application to Regional Unemployment in the EU," ERSA conference papers ersa05p81, European Regional Science Association.
    14. Stefano Mainardi, 2004. "Regional Disparities and Migration: Linear and Switching Model Estimations for Poland," Regional Studies, Taylor & Francis Journals, vol. 38(7), pages 767-781.
    15. Giuseppe Arbia & Gianfranco Piras, 2004. "Convergence in per-capita GDP across European regions using panel data models extended to spatial autocorrelation effects," ERSA conference papers ersa04p524, European Regional Science Association.
    16. Lambert, Dayton M. & Griffin, Terry W., 2004. "Analysis Of Government Farm Subsidies On Farmland Cash Rental Rates Using A Fixed Effect Spatial Distributed Lag Model And A Translog Cost Model," 2004 Annual meeting, August 1-4, Denver, CO 19977, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    17. López-Hernández, Fernando A. & Chasco, Coro, 2007. "TIME-TREND IN SPATIAL DEPENDENCE: SPECIFICATION STRATEGY IN THE FIRST-ORDER SPATIAL AUTOREGRESSIVE MODEL/Tendencia temporal en la dependencia espacial: estrategia de modelización en el modelo autorreg," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 25, pages 631-650, Abril.

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