Modeling Spatial Autocorrelation In Spatial Interaction Data: An Application To Patent Citation Data In The European Union
AbstractSpatial interaction models of the gravity type are widely used to model origin-destination flows. They draw attention to three types of variables to explain variation in spatial interactions across geographic space: variables that characterize an origin region of a flow, variables that characterize a destination region of a flow, and finally variables that measure the separation between origin and destination regions. This paper outlines and compares two approaches, the spatial econometric and the eigenfunction-based spatial filtering approach, to deal with the issue of spatial autocorrelation among flow residuals. An example using patent citation data that capture knowledge flows across 112 European regions serves to illustrate the application and the comparison of the two approaches. Copyright (c) 2008, Wiley Periodicals, Inc.
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 Wiley Blackwell in its journal Journal of Regional Science.
Volume (Year): 48 (2008)
Issue (Month): 5 ()
Contact details of provider:
Web page: http://www.blackwellpublishing.com/journal.asp?ref=0022-4146
You can help add them by filling out this form.
CitEc Project, subscribe to its RSS feed for this item.
- Matthias Koch, 2012. "Spatial Filtering and Model Interpretation for Spatial Durbin Models," ERSA conference papers ersa12p1021, European Regional Science Association.
- Corinne Autant-Bernard, 2011. "Spatial econometrics of innovation: Recent contributions and research perspectives," Working Papers halshs-00605056, HAL.
- Georgios Fotopoulos & Helen Louri, 2011. "On the geography of international banking: the role of third-country effects," Working Papers 125, Bank of Greece.
- Montresor, Elisa & Pecci, Francesco & Pontarollo, Nicola, 2011. "The convergence process of the European regions: the role of Regional Policy and the Common Agricultural Policy," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 113(2), October.
- Georgios Fotopoulos & Helen Louri, 2011. "On the Geography of International Banking: a case for spatial econometrics?," ERSA conference papers ersa10p1081, European Regional Science Association.
- Giuseppe Ricciardo Lamonica & Barbara Zagaglia, 2013. "The determinants of internal mobility in Italy, 1995-2006," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 29(16), pages 407-440, September.
- Tamara Mata & Carlos Llano, 2013. "Social networks and trade of services: modelling interregional flows with spatial and network autocorrelation effects," Journal of Geographical Systems, Springer, vol. 15(3), pages 319-367, July.
- Wolfgang Polasek & Richard Sellner, 2011.
"Does Globalization affect Regional Growth? Evidence for NUTS-2 Regions in EU-27,"
Working Paper Series
24_11, The Rimini Centre for Economic Analysis.
- Richard Sellner & Wolfgang Polasek, 2011. "Does Globalization a ffect Regional Growth? Evidence for NUTS-2 Regions in EU-27," ERSA conference papers ersa11p819, European Regional Science Association.
- Polasek, Wolfgang & Sellner, Richard, 2011. "Does Globalization Affect Regional Growth? Evidence for NUTS-2 Regions in EU-27," Economics Series 266, Institute for Advanced Studies.
- Yongwan Chun, 2008. "Modeling network autocorrelation within migration flows by eigenvector spatial filtering," Journal of Geographical Systems, Springer, vol. 10(4), pages 317-344, December.
- repec:asg:wpaper:1013 is not listed on IDEAS
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Wiley-Blackwell Digital Licensing) or (Christopher F. Baum).
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.