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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. 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.
  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, Cambridge University Press, vol. 36(1), pages 24-38, April.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. Cem Ertur & Julie Le Gallo, 2008. "Regional Growth and Convergence: Heterogenous reaction versus interaction in spatial econometric approaches," Working Papers hal-00463274, HAL.
  14. 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.
  15. repec:asg:wpaper:1013 is not listed on IDEAS
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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.
  28. 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.
  29. Paul Longley & Carolina Tobón, 2003. "Spatial dependence and heterogeneity in patterns of urban deprivation," ERSA conference papers ersa03p132, European Regional Science Association.
  30. 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.
  31. 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.
  32. 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.
  33. 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.
  34. 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.
  35. 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.
  36. 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.
  37. 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.
  38. 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.
  39. 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.
  40. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
  41. 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).
  42. 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.
  43. 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.
  44. 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.
  45. 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.
  46. 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.
  47. 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.
  48. 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.
  49. 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.
  50. 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.
  51. 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.
  52. Arnab Bhattacharjee & Liqian Cai & Taps Maiti, 2013. "Functional regression over irregular domains," SEEC Discussion Papers 1301, Spatial Economics and Econometrics Centre, Heriot Watt University.
  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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