Second-order polynomial spatial error model. Global and local spatial dependence in unemployment in Andalusia
AbstractThis paper analyses a second-order polynomial spatial structure in the residues of a regression model. We propose a new specification that captures spatial dependence on two different levels, adding a new autoregressive cycle to the errors of the classical spatial error model (SEM). The inference problems of the parameters are solved by means of maximum likelihood estimation. The model is confirmed to identify two spatial structures of spatial dependence, global and local, by an empirical application in the analysis of municipal unemployment in the Spanish region of Andalusia. Finally, Monte Carlo is implemented to evaluate the performance of this strategy in a context of finite size samples.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Bibliographic InfoArticle provided by Elsevier in its journal Economic Modelling.
Volume (Year): 33 (2013)
Issue (Month): C ()
Contact details of provider:
Web page: http://www.elsevier.com/locate/inca/30411
Spatial econometric; Higher order spatial models; Instability spatial dependence; Local models; Unemployment; Andalusia;
Find related papers by JEL classification:
- C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
- E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution
- J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
- R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- Luisa Corrado & Bernard Fingleton, 2011. "Where is the Economics in Spatial Econometrics?," Working Papers 1101, University of Strathclyde Business School, Department of Economics.
- 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.
- Patricia Suárez & Matías Mayor & Begoña Cueto, 2012. "The accessibility to employment offices in the Spanish labour market," Papers in Regional Science, Wiley Blackwell, vol. 91(4), pages 823-848, November.
- Enrique Lopez-Bazo & Tomas Del Barrio & Manuel Artis, 2005. "Geographical distribution of unemployment in Spain," Regional Studies, Taylor & Francis Journals, vol. 39(3), pages 305-318.
- Lopez-Bazo, Enrique & Del Barrio, Tomas & Artis, Manuel, 2002.
"The regional distribution of spanish unemployment. A spatial analysis,"
ERSA conference papers
ersa02p020, European Regional Science Association.
- Enrique López-Bazo & Tomás del Barrio & Manuel Artis, 2002. "The regional distribution of Spanish unemployment: A spatial analysis," Papers in Regional Science, Springer, vol. 81(3), pages 365-389.
- A S Brandsma & R H Ketellapper, 1979. "A biparametric approach to spatial autocorrelation," Environment and Planning A, Pion Ltd, London, vol. 11(1), pages 51-58, January.
- 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.
- Reinhold Kosfeld & Christian Dreger, 2005. "Thresholds for Employment and Unemployment - a Spatial Analysis of German Regional Labour Markets 1992-2000," ERSA conference papers ersa05p39, European Regional Science Association.
- Joachim MÃ¶ller & RÃ¼diger Soltwedel, 2007. "Recent Developments of Regional Labor Market Analysis Using Spatial Econometrics: Introduction," International Regional Science Review, , vol. 30(2), pages 95-99, April.
- J. Paul Elhorst & Sandy Fréret, 2009. "Evidence Of Political Yardstick Competition In France Using A Two-Regime Spatial Durbin Model With Fixed Effects," Journal of Regional Science, Wiley Blackwell, vol. 49(5), pages 931-951.
- Elhorst, J. Paul & Lacombe, Donald J. & Piras, Gianfranco, 2012. "On model specification and parameter space definitions in higher order spatial econometric models," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 211-220.
- Bordignon, Massimo & Cerniglia, Floriana & Revelli, Federico, 2003. "In search of yardstick competition: a spatial analysis of Italian municipality property tax setting," Journal of Urban Economics, Elsevier, vol. 54(2), pages 199-217, September.
- Florax, Raymond & Folmer, Henk, 1992.
"Specification and estimation of spatial linear regression models : Monte Carlo evaluation of pre-test estimators,"
Regional Science and Urban Economics,
Elsevier, vol. 22(3), pages 405-432, September.
- Florax, R. & Folmer, H., 1991. "Specification and Estimation of Spatial Linear Regression Models: Monte Carlo Evaluation of Pre-Test Estimator," Mansholt Working Papers 1991-4, Wageningen University, Mansholt Graduate School of Social Sciences.
- Brücker, Herbert & Fachin, Stefano & Venturini, Alessandra, 2011. "Do foreigners replace native immigrants? A panel cointegration analysis of internal migration in Italy," Economic Modelling, Elsevier, vol. 28(3), pages 1078-1089, May.
- Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-94, September.
- Elhorst, J. Paul, 2000.
"The Mystery Of Regional Unemployment Differentialsa Survey Of Theoretical And Empirical Explanations,"
ERSA conference papers
ersa00p60, European Regional Science Association.
- Elhorst, J. Paul, 2001. "The mystery of regional unemployment differentials : a survey of theoretical and empirical explanations," Research Report 00C06, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
- Jesús Mur & Fernando López & Ana Angulo, 2010. "Instability in spatial error models: an application to the hypothesis of convergence in the European case," Journal of Geographical Systems, Springer, vol. 12(3), pages 259-280, September.
- L W Hepple, 1995. "Bayesian techniques in spatial and network econometrics: 2. Computational methods and algorithms," Environment and Planning A, Pion Ltd, London, vol. 27(4), pages 615-644, April.
- Harald Badinger & Peter Egger, 2011. "Estimation of higher‐order spatial autoregressive cross‐section models with heteroscedastic disturbances," Papers in Regional Science, Wiley Blackwell, vol. 90(1), pages 213-235, 03.
- Maarten Allers & J. Elhorst, 2005. "Tax Mimicking and Yardstick Competition Among Local Governments in the Netherlands," International Tax and Public Finance, Springer, vol. 12(4), pages 493-513, August.
- Prodromídis, Pródromos-Ioánnis K., 2012. "Modeling male and female employment policy in Greece from local data," Economic Modelling, Elsevier, vol. 29(3), pages 823-839.
- Lee, Lung-fei & Liu, Xiaodong, 2010. "Efficient Gmm Estimation Of High Order Spatial Autoregressive Models With Autoregressive Disturbances," Econometric Theory, Cambridge University Press, vol. 26(01), pages 187-230, February.
- Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
- Giuseppe Arbia, 2011. "A Lustrum of SEA: Recent Research Trends Following the Creation of the Spatial Econometrics Association (2007--2011)," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(4), pages 377-395, July.
- LeSage, James P. & Pace, Robert Kelley, 2011. "Pitfalls in Higher Order Model Extensions of Basic Spatial Regression Methodology," The Review of Regional Studies, Southern Regional Science Association, vol. 41(1), pages 13-26, Summer.
- Eleonora Patacchini & Yves Zenou, 2007. "Spatial dependence in local unemployment rates," Journal of Economic Geography, Oxford University Press, vol. 7(2), pages 169-191, March.
- Kathleen P. Bell & Nancy E. Bockstael, 2000. "Applying the Generalized-Moments Estimation Approach to Spatial Problems Involving Microlevel Data," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 72-82, February.
- Olga Alonso-Villar & Coral del Río & Luis Toharia, 2009. "Un análisis espacial del desempleo por municipios," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 17(1), pages 47-80, Spring.
- DANIEL P. McMILLEN & LARRY D. SINGELL & GLEN R. WADDELL, 2007. "Spatial Competition And The Price Of College," Economic Inquiry, Western Economic Association International, vol. 45(4), pages 817-833, October.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Zhang, Lei).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.