Spatio-temporal Analysis of Regional Systems: A Multiregional Spatial Vector Autoregressive Model for Spain
This paper contributes to the recent literature in spatial econometrics that focuses on space-time data modeling implementing a multi-location time-series statistical framework to analyze a regional system. Therefore, taking as a point of departure the Global Vector Autoregression approach introduced in Pesaran et al. (2004), a multiregional spatial vector autoregressive model (MultiREG-SpVAR) is formulated and then applied to study the spatio-temporal transmission of macroeconomic shocks across the regions in Spain. The empirical application analyzes the extent to which a region's economic output growth is influenced by the growth of its neighbors (push-in or inward growth effect), and also investigates the relevance of spillovers derived from temporary region specific output growth shocks (push-out or outward growth effect). Our results identify some regions that perform as 'growth generating' within the Spanish regional system since growth shocks from these regions spill over to a large number of regions of the country, playing a key role in transmitting regional business cycles. The policy implications of our results suggest that national and/or regional governments should stimulate economic activity in these leading regions in order to favor the economic recovery process of the whole Spanish economy.
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- Neusser, Klaus, 2008. "Interdependencies of US manufacturing sectoral TFPs: A spatial VAR approach," Journal of Macroeconomics, Elsevier, vol. 30(3), pages 991-1004, September.
- Maria Gadea & Ana Gómez-Loscos & Antonio Montañés, 2012.
"Cycles inside cycles: Spanish regional aggregation,"
SERIEs: Journal of the Spanish Economic Association,
Springer;Spanish Economic Association, vol. 3(4), pages 423-456, December.
- Ana Gomez Loscos & M. Dolores Gadea & Antonio MontaÃ±es, 2011. "Cycles inside cycles: Spanish regional aggregation," ERSA conference papers ersa11p99, European Regional Science Association.
- Maria Dolores Gadea & Ana Gomez Loscos & Antonio Montañes, 2011. "Cycles Inside Cycles. Spanish Regional Aggregation," WIFO Working Papers 390, WIFO.
- Calderon, Cesar & Chong, Alberto & Stein, Ernesto, 2007. "Trade intensity and business cycle synchronization: Are developing countries any different?," Journal of International Economics, Elsevier, vol. 71(1), pages 2-21, March.
- César Calderón & Alberto Chong & Ernesto Stein, 2002. "Trade Intensity and Business Cycle Synchronization: Are Developing Countries Any Different?," Working Papers Central Bank of Chile 195, Central Bank of Chile.
- César Calderón & Alberto Chong & Ernesto H. Stein, 2003. "Trade Intensity and Business Cycle Synchronization: Are Developing Countries any Different?," Research Department Publications 4315, Inter-American Development Bank, Research Department.
- César Calderón & Alberto E. Chong & Ernesto H. Stein, 2003. "Trade Intensity and Business Cycle Synchronization: Are Developing Countries any Different?," IDB Publications (Working Papers) 6501, Inter-American Development Bank.
- Mas Ivars Matilde & Pérez García Francisco & Uriel Jiménez Ezequiel, 2012. "El stock y los servicios de capital en España y su distribución territorial y sectorial (1964-2010)," Working Papers 2012109, Fundacion BBVA / BBVA Foundation.
- Valter Di Giacinto, 2006. "A Generalized Space-Time ARMA Model with an Application to Regional Unemployment Analysis in Italy," International Regional Science Review, , vol. 29(2), pages 159-198, April.
- Fabio Canova & Matteo Ciccarelli, 2009. "Estimating Multicountry Var Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(3), pages 929-959, 08.
- Fabio Canova & Matteo Ciccarelli, 2002. "Estimating multi-country VAR models," Economics Working Papers 920, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2008.
- Matteo Ciccarelli & Fabio Canova, 2006. "Estimating Multi-country VAR models," Computing in Economics and Finance 2006 478, Society for Computational Economics.
- Fabio Canova & Matteo Ciccarelli, 2007. "Estimating Multi-country VAR models," Discussion Papers 7_2007, D.E.S. (Department of Economic Studies), University of Naples "Parthenope", Italy.
- Lourdes Montoya & Jakob Haan, 2008. "Regional business cycle synchronization in Europe?," International Economics and Economic Policy, Springer, vol. 5(1), pages 123-137, July.
- Lourdes Acedo Montoya & Jakob de Haan, 2007. "Regional Business Cycle Synchronization in Europe," Bruges European Economic Research Papers 11, European Economic Studies Department, College of Europe.
- Salvador Barrios & Juan Jose Lucio, 2003. "Economic Integration and Regional Business Cycles: Evidence from the Iberian Regions," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(4), pages 497-515, 09.
- BARRIOS, Salvador & DE LUCIO, Juan José, "undated". "Economic integration and regional business cycles: evidence from the Iberian regions," CORE Discussion Papers RP 1655, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- BARRIOS, Salvador & de LUCIO, Juan José, 2002. "Economic integration and regional business cycles: Evidence from the Iberian regions," CORE Discussion Papers 2002073, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Salvador Barrios & Juan José de Lucio, "undated". "Economic Integration and Regional Business Cycles: Evidence from the Iberian regions," Working Papers 2001-17, FEDEA.
- Zsolt Darvas & György Szapáry, 2008. "Business Cycle Synchronization in the Enlarged EU," Open Economies Review, Springer, vol. 19(1), pages 1-19, February.
- Darvas, Zsolt & Szapáry, György, 2005. "Business Cycle Sychronization in the Enlarged EU," CEPR Discussion Papers 5179, C.E.P.R. Discussion Papers.
- Zsolt Darvas & György Szapáry, 2006. "Business Cycle Synchronization in the Enlarged EU," Working Papers 0604, Department of Mathematical Economics and Economic Analysis, Corvinus University of Budapest.
- Michael Beenstock & Daniel Felsenstein, 2007. "Spatial Vector Autoregressions," Spatial Economic Analysis, Taylor & Francis Journals, vol. 2(2), pages 167-196.
- Jean Imbs, 2004. "Trade, Finance, Specialization, and Synchronization," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 723-734, August.
- Imbs, Jean, 2003. "Trade, Finance, Specialization and Synchronization," CEPR Discussion Papers 3779, C.E.P.R. Discussion Papers.
- Jean Imbs, 2003. "Trade, Finance, Specialization, and Synchronization," IMF Working Papers 03/81, International Monetary Fund.
- Jean Imbs, 2004. "Trade, Finance, Specialization and Synchronization," Post-Print hal-00612588, HAL.
- Luisa Corrado & Bernard Fingleton, 2012. "Where Is The Economics In Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 210-239, 05.
- Luisa Corrado & Bernard Fingleton, 2011. "Where is the economics in spatial econometrics?," LSE Research Online Documents on Economics 33581, London School of Economics and Political Science, LSE Library.
- Corrado, L. & Fingleton, B., 2011. "Where is the economics in spatial econometrics?," SIRE Discussion Papers 2011-02, Scottish Institute for Research in Economics (SIRE).
- Luisa Corrado & Bernard Fingleton, 2011. "Where is the Economics in Spatial Econometrics?," SERC Discussion Papers 0071, Spatial Economics Research Centre, LSE.
- Luisa Corrado & Bernard Fingleton, 2011. "Where is the Economics in Spatial Econometrics?," Working Papers 1101, University of Strathclyde Business School, Department of Economics.
- Hans Dewachter & Romain Houssa & Priscilla Toffano, 2012. "Spatial propagation of macroeconomic shocks in Europe," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 148(2), pages 377-402, June.
- Romain Houssa, 2010. "Spatial Propagation of Macroeconomic Shocks in Europe," Working Papers 1009, University of Namur, Department of Economics.
- Hans DEWACHTER & Romain HOUSSA & Priscilla TOFFANO, 2010. "Spatial propagation of macroeconomic shocks in Europe," Working Papers Department of Economics ces10.12, KU Leuven, Faculty of Economics and Business, Department of Economics.
- Valter Di Giacinto, 2003. "Differential Regional Effects of Monetary Policy: A Geographical SVAR Approach," International Regional Science Review, , vol. 26(3), pages 313-341, July.
- Di Giacinto, Valter, 2002. "Differential regional effects of monetary policy: a geographical SVAR approach," ERSA conference papers ersa02p257, European Regional Science Association.
- Azomahou, Théophile & Diebolt, Claude & Mishra, Tapas, 2009. "Spatial persistence of demographic shocks and economic growth," Journal of Macroeconomics, Elsevier, vol. 31(1), pages 98-127, March.
- Théophile Azomahou & Claude Diebolt & Tapas Mishra, 2007. "Spatial Persistence of Demographic Shocks and Economic Growth," Working Papers 07-04, Association Française de Cliométrie (AFC).
- Valter Giacinto, 2010. "On vector autoregressive modeling in space and time," Journal of Geographical Systems, Springer, vol. 12(2), pages 125-154, June.
- Valter Di Giacinto, 2010. "On vector autoregressive modeling in space and time," Temi di discussione (Economic working papers) 746, Bank of Italy, Economic Research and International Relations Area.
- Ryan R. Brady, 2011. "Measuring the diffusion of housing prices across space and over time," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(2), pages 213-231, March.
- Ryan R. Brady, 2007. "Measuring the diffusion of housing prices across space and over time," Departmental Working Papers 19, United States Naval Academy Department of Economics.
- Sergio J. Rey & Mark V. Janikas, 2004. "STARS: Space-Time Analysis of Regional Systems," Urban/Regional 0406001, EconWPA.
- Michael Artis & Christian Dreger & Konstantin Kholodilin, 2011. "What Drives Regional Business Cycles? The Role Of Common And Spatial Components," Manchester School, University of Manchester, vol. 79(5), pages 1035-1044, 09.
- Christian Dreger & Konstantin Kholodilin & Michael Artis, 2011. "What drives regional business cycles? The role of common and spatial components," ERSA conference papers ersa10p317, European Regional Science Association.
- Miguel Márquez & Julián Ramajo & Geoffrey Hewings, 2010. "Measuring the spillover effects of public capital: a bi-regional structural vector autoregressive analysis," Letters in Spatial and Resource Sciences, Springer, vol. 3(3), pages 111-125, October.
- Todd H. Kuethe & Valerien Pede, 2009. "Regional Housing Price Cycles: A Spatio-Temporal Analysis Using Us State Level," Working Papers 09-04, Purdue University, College of Agriculture, Department of Agricultural Economics.
- J. Elhorst, 2012. "Dynamic spatial panels: models, methods, and inferences," Journal of Geographical Systems, Springer, vol. 14(1), pages 5-28, January.
- Jesús Mur & Fernando López, 2010. "Modeling spatiotemporal data: an issue in honor of Dr. Jean Paelinck," Journal of Geographical Systems, Springer, vol. 12(2), pages 105-109, June.
- Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September. Full references (including those not matched with items on IDEAS)
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