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Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis

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Cited by:

  1. Aditya Kusuma & Bethanna Jackson & Ilan Noy, 2018. "A viable and cost-effective weather index insurance for rice in Indonesia," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 43(2), pages 186-218, September.
  2. Li, Deng-Kui & Mei, Chang-Lin & Wang, Ning, 2019. "Tests for spatial dependence and heterogeneity in spatially autoregressive varying coefficient models with application to Boston house price analysis," Regional Science and Urban Economics, Elsevier, vol. 79(C).
  3. Hans-Friedrich Eckey & Reinhold Kosfeld & Matthias Türck, 2007. "Regional Convergence in Germany: a Geographically Weighted Regression Approach," Spatial Economic Analysis, Taylor & Francis Journals, vol. 2(1), pages 45-64.
  4. Cho, Seong-Hoon & Kim, Seung Gyu & Clark, Christopher D. & Park, William M., 2007. "Spatial Analysis of Rural Economic Development Using a Locally Weighted Regression Model," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 36(01), pages 1-15, April.
  5. Wei, Chuan-Hua & Qi, Fei, 2012. "On the estimation and testing of mixed geographically weighted regression models," Economic Modelling, Elsevier, vol. 29(6), pages 2615-2620.
  6. Yanjie Ji & Xinwei Ma & Mingyuan Yang & Yuchuan Jin & Liangpeng Gao, 2018. "Exploring Spatially Varying Influences on Metro-Bikeshare Transfer: A Geographically Weighted Poisson Regression Approach," Sustainability, MDPI, vol. 10(5), pages 1-23, May.
  7. Cem Ertur & Julie Le Gallo, 2008. "Regional Growth and Convergence: Heterogenous reaction versus interaction in spatial econometric approaches," Working Papers hal-00463274, HAL.
  8. Ingrid Nappi‐Choulet & Tristan‐Pierre Maury, 2011. "A Spatial And Temporal Autoregressive Local Estimation For The Paris Housing Market," Journal of Regional Science, Wiley Blackwell, vol. 51(4), pages 732-750, October.
  9. Catherine Baumont, 2009. "Spatial effects of urban public policies on housing values," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 301-326, June.
  10. Cromley, Ellen K. & Wilson-Genderson, Maureen & Pruchno, Rachel A., 2012. "Neighborhood characteristics and depressive symptoms of older people: Local spatial analyses," Social Science & Medicine, Elsevier, vol. 75(12), pages 2307-2316.
  11. Tian Li & Peng Jing & Linchao Li & Dazhi Sun & Wenbo Yan, 2019. "Revealing the Varying Impact of Urban Built Environment on Online Car-Hailing Travel in Spatio-Temporal Dimension: An Exploratory Analysis in Chengdu, China," Sustainability, MDPI, vol. 11(5), pages 1-17, March.
  12. 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.
  13. Jeffrey P. Cohen & Cletus C. Coughlin & Jeffrey Zabel, 2020. "Time-Geographically Weighted Regressions and Residential Property Value Assessment," The Journal of Real Estate Finance and Economics, Springer, vol. 60(1), pages 134-154, February.
  14. Arnab Bhattacharjee & Eduardo Castro & Taps Maiti & João Marques, 2014. "Endogenous spatial structure and delineation of submarkets: A new framework with application to housing markets," SEEC Discussion Papers 1403, Spatial Economics and Econometrics Centre, Heriot Watt University.
  15. Hwikyung Chun & Seokho Chi & Bon Gang Hwang, 2017. "A Spatial Disaster Assessment Model of Social Resilience Based on Geographically Weighted Regression," Sustainability, MDPI, vol. 9(12), pages 1-16, December.
  16. Martínez-Harms, María José & Quijas, Sandra & Merenlender, Adina M. & Balvanera, Patricia, 2016. "Enhancing ecosystem services maps combining field and environmental data," Ecosystem Services, Elsevier, vol. 22(PA), pages 32-40.
  17. Tolga Ülkü & Vahidin Jeleskovic & Jürgen Müller, 2014. "How scale and institutional setting explain the costs of small airports? -An application of spatial regression analysis," MAGKS Papers on Economics 201435, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
  18. Dagmar Schröter & Colin Polsky & Anthony Patt, 2005. "Assessing vulnerabilities to the effects of global change: an eight step approach," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 10(4), pages 573-595, October.
  19. Wiktor Budziński & Danny Campbell & Mikołaj Czajkowski & Urška Demšar & Nick Hanley, 2018. "Using Geographically Weighted Choice Models to Account for the Spatial Heterogeneity of Preferences," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 606-626, September.
  20. Cohen, Jeffrey P. & Coughlin, Cletus C. & Crews, Jonas, 2019. "Traffic noise in Georgia: Sound levels and inequality," Journal of Housing Economics, Elsevier, vol. 44(C), pages 150-165.
  21. Jülide Yildirim & Nadir Öcal, 2013. "Analysing The Determinants Of Terrorism In Turkey Using Geographically Weighted Regression," Defence and Peace Economics, Taylor & Francis Journals, vol. 24(3), pages 195-209, June.
  22. Wangchongyu Peng & Weijun Gao & Xin Yuan & Rui Wang & Jinming Jiang, 2019. "Spatiotemporal Differences in Determinants of City Shrinkage Based on Semiparametric Geographically Weighted Regression," Sustainability, MDPI, vol. 11(24), pages 1-17, December.
  23. Zijia Wang & Lei Cheng & Yongxing Li & Zhiqiang Li, 2020. "Spatiotemporal Characteristics of Bike-Sharing Usage around Rail Transit Stations: Evidence from Beijing, China," Sustainability, MDPI, vol. 12(4), pages 1-19, February.
  24. Arnab Bhattacharjee & Liqian Cai & Taps Maiti, 2013. "Functional regression over irregular domains," SEEC Discussion Papers 1301, Spatial Economics and Econometrics Centre, Heriot Watt University.
  25. Shaoming Cheng & Huaqun Li, 2010. "The effects of unemployment on new firm formation revisited: Does space matter?," Regional Science Policy & Practice, Wiley Blackwell, vol. 2(2), pages 97-120, November.
  26. Anna Gloria Billé, 2013. "Computational Issues in the Estimation of the Spatial Probit Model: A Comparison of Various Estimators," The Review of Regional Studies, Southern Regional Science Association, vol. 43(2,3), pages 131-154, Winter.
  27. Zhihua Zhang & Rachel J. C. Chen & Lee D. Han & Lu Yang, 2017. "Key Factors Affecting the Price of Airbnb Listings: A Geographically Weighted Approach," Sustainability, MDPI, vol. 9(9), pages 1-13, September.
  28. Cho, Seong-Hoon & Lambert, Dayton M. & Kim, Seung Gyu & Jung, Suhyun, 2009. "Extreme coefficients in Geographically Weighted Regression and their effects on mapping," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49117, Agricultural and Applied Economics Association.
  29. Qingyun Du & Chao Wu & Xinyue Ye & Fu Ren & Yongjun Lin, 2018. "Evaluating the Effects of Landscape on Housing Prices in Urban China," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 109(4), pages 525-541, September.
  30. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November.
  31. Jesús Mur & Fernando López & Ana Angulo, 2009. "Testing the hypothesis of stability in spatial econometric models," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 409-444, June.
  32. Meysam Effati & Jean-Claude Thill & Shahin Shabani, 2015. "Geospatial and machine learning techniques for wicked social science problems: analysis of crash severity on a regional highway corridor," Journal of Geographical Systems, Springer, vol. 17(2), pages 107-135, April.
  33. repec:asg:wpaper:1013 is not listed on IDEAS
  34. Morency, Catherine & Paez, Antonio & Roorda, Matthew J. & Mercado, Ruben & Farber, Steven, 2011. "Distance traveled in three Canadian cities: Spatial analysis from the perspective of vulnerable population segments," Journal of Transport Geography, Elsevier, vol. 19(1), pages 39-50.
  35. Dziauddin Mohd Faris & Ismail Kamarul & Othman Zainudin, 2015. "Analysing the local geography of the relationship between residential property prices and its determinants," Bulletin of Geography. Socio-economic Series, Sciendo, vol. 28(28), pages 21-35, June.
  36. Wang, Shaobin & Liu, Yonglin & Zhao, Chao & Pu, Haixia, 2019. "Residential energy consumption and its linkages with life expectancy in mainland China: A geographically weighted regression approach and energy-ladder-based perspective," Energy, Elsevier, vol. 177(C), pages 347-357.
  37. Dziauddin, Mohd Faris, 2019. "Estimating land value uplift around light rail transit stations in Greater Kuala Lumpur: An empirical study based on geographically weighted regression (GWR)," Research in Transportation Economics, Elsevier, vol. 74(C), pages 10-20.
  38. Zizi GOSCHIN & Elena DRUICA, 2017. "Regional Factors Hindering Tuberculosis Spread In Romania. Evidence From A Semiparametric Gwr Model," Journal of Social and Economic Statistics, Bucharest University of Economic Studies, vol. 6(1), pages 16-29, JULY.
  39. Jeffrey P. Cohen & Cletus C. Coughlin & Jonas C. Crews, 2017. "Airport Noise in Atlanta: The Inequality of Sound," Working Papers 2017-15, Federal Reserve Bank of St. Louis.
  40. Chiou, Yu-Chiun & Jou, Rong-Chang & Yang, Cheng-Han, 2015. "Factors affecting public transportation usage rate: Geographically weighted regression," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 161-177.
  41. Paul Longley & Carolina Tobón, 2003. "Spatial dependence and heterogeneity in patterns of urban deprivation," ERSA conference papers ersa03p132, European Regional Science Association.
  42. Steven Deller & Reka Sundaram-Stukel, 2012. "Spatial patterns in the location decisions of US credit unions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(2), pages 417-445, October.
  43. Mariateresa Ciommi & Francesco M. Chelli & Margherita Carlucci & Luca Salvati, 2018. "Urban Growth and Demographic Dynamics in Southern Europe: Toward a New Statistical Approach to Regional Science," Sustainability, MDPI, vol. 10(8), pages 1-16, August.
  44. Ana Lúcia Marto Sargento, 2007. "Empirical Examination of the Gravity Model in two Different Contexts: Estimation and Explanation," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 27(2), pages 103-127, August.
  45. Jaume Benseny & Juuso Toyli & Heikki Hammainen & Andr'es Arcia-Moret, 2019. "The mitigating role of regulation on the concentric patterns of broadband diffusion. The case of Finland," Papers 1905.03002, arXiv.org, revised Oct 2020.
  46. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
  47. Porter, Michael D. & Brown, Donald E., 2007. "Detecting local regions of change in high-dimensional criminal or terrorist point processes," Computational Statistics & Data Analysis, Elsevier, vol. 51(5), pages 2753-2768, February.
  48. Wiktor Budziński & Mikołaj Czajkowski, 2018. "A Monte Carlo investigation of the effects of spatial heterogeneity of preferences for discrete choice models," Working Papers 2018-24, Faculty of Economic Sciences, University of Warsaw.
  49. Anna Gloria Billé & Roberto Benedetti & Paolo Postiglione, 2017. "A two-step approach to account for unobserved spatial heterogeneity," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(4), pages 452-471, October.
  50. Declan Curran, 2012. "British regional growth and sectoral trends: global and local spatial econometric approaches," Applied Economics, Taylor & Francis Journals, vol. 44(17), pages 2187-2201, June.
  51. Efthymiou, D. & Antoniou, C., 2013. "How do transport infrastructure and policies affect house prices and rents? Evidence from Athens, Greece," Transportation Research Part A: Policy and Practice, Elsevier, vol. 52(C), pages 1-22.
  52. Shaoming Cheng & Huaqun Li, 2011. "Spatially Varying Relationships of New Firm Formation in the United States," Regional Studies, Taylor & Francis Journals, vol. 45(6), pages 773-789.
  53. Zudi Lu & Dag Johan Steinskog & Dag Tjøstheim & Qiwei Yao, 2009. "Adaptively varying‐coefficient spatiotemporal models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 71(4), pages 859-880, September.
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