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A linear regression solution to the spatial autocorrelation problem

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Cited by:

  1. Roberto Patuelli & Norbert Schanne & Daniel A. Griffith & Peter Nijkamp, 2012. "Persistence Of Regional Unemployment: Application Of A Spatial Filtering Approach To Local Labor Markets In Germany," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 300-323, May.
  2. Matthias Koch, 2012. "Spatial Filtering and Model Interpretation for Spatial Durbin Models," ERSA conference papers ersa12p1021, European Regional Science Association.
  3. Jonathan R. Bradley & Christopher K. Wikle & Scott H. Holan, 2016. "Bayesian Spatial Change of Support for Count-Valued Survey Data With Application to the American Community Survey," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(514), pages 472-487, April.
  4. Rodolfo Metulini, 2013. "Spatial gravity models for international trade: a panel analysis among OECD countries," ERSA conference papers ersa13p522, European Regional Science Association.
  5. Christoph Grimpe & Roberto Patuelli, 2011. "Regional knowledge production in nanomaterials: a spatial filtering approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 519-541, June.
  6. Anthony Jjumba & Suzana Dragićević, 2016. "Spatial indices for measuring three-dimensional patterns in a voxel-based space," Journal of Geographical Systems, Springer, vol. 18(3), pages 183-204, July.
  7. Enrico Marelli & Roberto Patuelli & Marcello Signorelli, 2012. "Regional unemployment in the EU before and after the global crisis," Post-Communist Economies, Taylor & Francis Journals, vol. 24(2), pages 155-175, January.
  8. Eckey, Hans-Friedrich & Türck, Matthias, 2007. "Convergence of EU-Regions. A Literature Report," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 10, pages 5-32.
  9. Reinhold Kosfeld & Christian Dreger & Hans-Friedrich Eckey, 2008. "On the stability of the German Beveridge curve: a spatial econometric perspective," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(4), pages 967-986, December.
  10. Veeshan Rayamajhee & Wenmei Guo & Alok K. Bohara, 2021. "The Impact of Climate Change on Rice Production in Nepal," Economics of Disasters and Climate Change, Springer, vol. 5(1), pages 111-134, April.
  11. Roberto Patuelli & Daniel A. Griffith & Michael Tiefelsdorf & Peter Nijkamp, 2011. "Spatial Filtering and Eigenvector Stability: Space-Time Models for German Unemployment Data," International Regional Science Review, , vol. 34(2), pages 253-280, April.
  12. Sylvain Barde & Rowan Cherodian & Guy Tchuente, 2024. "Moran's I 2-Stage Lasso: for Models with Spatial Correlation and Endogenous Variables," Papers 2404.02584, arXiv.org.
  13. Herrera Gómez, Marcos, 2013. "Análisis de Estructuras Espaciales Persistentes. Desempleo Departamental en Argentina [Persistent Spatial Structure Analysis. Regional Unemployment in Argentina]," MPRA Paper 49407, University Library of Munich, Germany.
  14. Daniel A. Griffith, 2008. "A comparison of four model specifications for describing small heterogeneous space‐time datasets: Sugar cane production in Puerto Rico, 1958/59–1973/74," Papers in Regional Science, Wiley Blackwell, vol. 87(3), pages 341-355, August.
  15. Buendía Azorín, José Daniel & Sánchez de la Vega, María del Mar, 2017. "Output growth thresholds for the creation of employment and the reduction of unemployment: A spatial analysis with panel data from the Spanish provinces, 2000–2011," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 42-49.
  16. Gloria Alarcón-García & José Daniel Buendía Azorín & María del Mar Sánchez de la Vega, 2020. "Shadow economy and national culture: A spatial approach," Hacienda Pública Española / Review of Public Economics, IEF, vol. 232(1), pages 53-74, March.
  17. Daniel A. Griffith & Manfred M. Fischer, 2016. "Constrained Variants of the Gravity Model and Spatial Dependence: Model Specification and Estimation Issues," Advances in Spatial Science, in: Roberto Patuelli & Giuseppe Arbia (ed.), Spatial Econometric Interaction Modelling, chapter 0, pages 37-66, Springer.
  18. Csereklyei, Zsuzsanna & Stern, David I., 2015. "Global energy use: Decoupling or convergence?," Energy Economics, Elsevier, vol. 51(C), pages 633-641.
  19. Buendía Azorín, José Daniel. & Sánchez De La Vega, Mª Del Mar, 2017. "Estimación del valor añadido bruto, dependencia espacial y datos de panel: Evidencia en el caso de los municipios de la Región de Murcia /Estimation of Gross Value Added, Spatial Dependence and Panel ," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 35, pages 315-340, Mayo.
  20. Matías Mayor & Roberto Patuelli, 2012. "Short-Run Regional Forecasts: Spatial Models through Varying Cross-Sectional and Temporal Dimensions," Advances in Spatial Science, in: Esteban Fernández Vázquez & Fernando Rubiera Morollón (ed.), Defining the Spatial Scale in Modern Regional Analysis, edition 127, chapter 0, pages 173-192, Springer.
  21. Gloria Alarcón García & José Daniel Buendía Azorín & María del Mar Sánchez de la Vega, 2018. "Tax Evasion in Europe: An Analysis Based on Spatial Dependence," Social Science Quarterly, Southwestern Social Science Association, vol. 99(1), pages 7-23, March.
  22. Haining, Robert & Law, Jane & Griffith, Daniel, 2009. "Modelling small area counts in the presence of overdispersion and spatial autocorrelation," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 2923-2937, June.
  23. Philipp Piribauer & Jesús Crespo Cuaresma, 2016. "Bayesian Variable Selection in Spatial Autoregressive Models," Spatial Economic Analysis, Taylor & Francis Journals, vol. 11(4), pages 457-479, October.
  24. Hans-Friedrich Eckey & Reinhold Kosfeld & Matthias Türck, 2007. "Regionale Entwicklung mit und ohne räumliche Spillover-Effekte," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 27(1), pages 23-42, February.
  25. Daniel A Griffith, 2008. "Spatial-Filtering-Based Contributions to a Critique of Geographically Weighted Regression (GWR)," Environment and Planning A, , vol. 40(11), pages 2751-2769, November.
  26. D’Aubigny Gérard, 2016. "A Statistical Toolbox For Mining And Modeling Spatial Data," Comparative Economic Research, Sciendo, vol. 19(5), pages 5-24, December.
  27. Alfred Garloff & Carsten Pohl & Norbert Schanne, 2011. "Do smaller labour market entry cohorts really reduce German unemployment?," ERSA conference papers ersa10p658, European Regional Science Association.
  28. Daniele Fabbri & Silvana Robone, 2010. "The geography of hospital admission in a national health service with patient choice," Health Economics, John Wiley & Sons, Ltd., vol. 19(9), pages 1029-1047, September.
  29. Adolfo Maza & Paula Gutiérrez-Portilla, 2022. "Outward FDI and exports relation: A heterogeneous panel approach dealing with cross-sectional dependence," International Economics, CEPII research center, issue 170, pages 174-189.
  30. Ana Barufi & Eduardo Haddad & Antonio Paez, 2011. "Regional dimensions of infant mortality in Brazil," ERSA conference papers ersa10p198, European Regional Science Association.
  31. Oshan, Taylor M., 2022. "Spatial Interaction Modeling," OSF Preprints m3ah8, Center for Open Science.
  32. Páez, Antonio & Whalen, Kate, 2010. "Enjoyment of commute: A comparison of different transportation modes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(7), pages 537-549, August.
  33. Timo Mitze & Falk Strotebeck, 2012. "What Drives Regional Cooperative Behavior in German Biotechnology? Embedding Social Network Analysis in a Regression Framework," ERSA conference papers ersa12p629, European Regional Science Association.
  34. Sullivan, Abigail & York, Abigail M. & An, Li & Yabiku, Scott T. & Hall, Sharon J., 2017. "How does perception at multiple levels influence collective action in the commons? The case of Mikania micrantha in Chitwan, Nepal," Forest Policy and Economics, Elsevier, vol. 80(C), pages 1-10.
  35. Matías Mayor & Ana Jesús López, 2009. "Spatial shift-share analysis versus spatial filtering: an application to Spanish employment data," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 123-142, Springer.
  36. Oshan, Taylor M., 2020. "The spatial structure debate in spatial interaction modeling: 50 years on," OSF Preprints 42vxn, Center for Open Science.
  37. Eckey, Hans-Friedrich & Döring, Thomas & Türck, Matthias, 2006. "Convergence of regions from 23 EU member states," Volkswirtschaftliche Diskussionsbeiträge 86, University of Kassel, Faculty of Economics and Management.
  38. Sajad Rahimian, 2021. "Corruption Determinants, Geography, and Model Uncertainty," Papers 2105.12878, arXiv.org.
  39. 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.
  40. 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.
  41. Donegan, Connor & Chun, Yongwan & Hughes, Amy E., 2020. "Bayesian estimation of spatial filters with Moran's eigenvectors and hierarchical shrinkage priors," OSF Preprints fah3z, Center for Open Science.
  42. Wang, Yiyi & Kockelman, Kara M. & Wang, Xiaokun (Cara), 2013. "Understanding spatial filtering for analysis of land use-transport data," Journal of Transport Geography, Elsevier, vol. 31(C), pages 123-131.
  43. Julie Le Gallo & Antonio Páez, 2013. "Using Synthetic Variables in Instrumental Variable Estimation of Spatial Series Models," Environment and Planning A, , vol. 45(9), pages 2227-2242, September.
  44. Michael Tiefelsdorf & Daniel A Griffith, 2007. "Semiparametric Filtering of Spatial Autocorrelation: The Eigenvector Approach," Environment and Planning A, , vol. 39(5), pages 1193-1221, May.
  45. Marcus Adolphson, 2008. "New urban settlements in a perspective of public and private interests. Case study: a Swedish municipality within the hinterland of the Stockholm city," Journal of Geographical Systems, Springer, vol. 10(4), pages 345-367, December.
  46. Umber, Marc P. & Grote, Michael H. & Frey, Rainer, 2014. "Same as it ever was? Europe's national borders and the market for corporate control," Journal of International Money and Finance, Elsevier, vol. 40(C), pages 109-127.
  47. Hochmair, Hartwig H. & Bardin, Eric & Ahmouda, Ahmed, 2019. "Estimating bicycle trip volume for Miami-Dade county from Strava tracking data," Journal of Transport Geography, Elsevier, vol. 75(C), pages 58-69.
  48. Hankach, Pierre & Gastineau, Pascal & Vandanjon, Pierre-Olivier, 2022. "Multi-scale spatial analysis of household car ownership using distance-based Moran's eigenvector maps: Case study in Loire-Atlantique (France)," Journal of Transport Geography, Elsevier, vol. 98(C).
  49. Daniel Griffith & Jean Paelinck, 2009. "Specifying a joint space- and time-lag using a bivariate Poisson distribution," Journal of Geographical Systems, Springer, vol. 11(1), pages 23-36, March.
  50. Blanchet, F. Guillaume & Legendre, Pierre & Borcard, Daniel, 2008. "Modelling directional spatial processes in ecological data," Ecological Modelling, Elsevier, vol. 215(4), pages 325-336.
  51. Manfred M. Fischer & Daniel A. Griffith, 2008. "Modeling Spatial Autocorrelation In Spatial Interaction Data: An Application To Patent Citation Data In The European Union," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 969-989, December.
  52. Moniruzzaman, Md & Páez, Antonio, 2012. "Accessibility to transit, by transit, and mode share: application of a logistic model with spatial filters," Journal of Transport Geography, Elsevier, vol. 24(C), pages 198-205.
  53. Moura, Ticiana Grecco Zanon & Chen, Zhangliang & Garcia-Alonso, Lorena, 2019. "Spatial interaction effects on inland distribution of maritime flows," Transportation Research Part A: Policy and Practice, Elsevier, vol. 128(C), pages 1-10.
  54. R. Kelley Pace & James P. Lesage & Shuang Zhu, 2013. "Interpretation and Computation of Estimates from Regression Models using Spatial Filtering," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(3), pages 352-369, September.
  55. Yu, Danlin & Murakami, Daisuke & Zhang, Yaojun & Wu, Xiwei & Li, Ding & Wang, Xiaoxi & Li, Guangdong, 2020. "Investigating high-speed rail construction's support to county level regional development in China: An eigenvector based spatial filtering panel data analysis," Transportation Research Part B: Methodological, Elsevier, vol. 133(C), pages 21-37.
  56. Bernard Fingleton, 2023. "Estimating dynamic spatial panel data models with endogenous regressors using synthetic instruments," Journal of Geographical Systems, Springer, vol. 25(1), pages 121-152, January.
  57. Sylvain Barde & Rowan Cherodian & Guy Tchuente, 2023. "Moran's I Lasso for models with spatially correlated data," Papers 2310.02773, arXiv.org.
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