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Geographically weighted regression and multicollinearity: dispelling the myth

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  1. Pulugurtha, Srinivas S. & Mathew, Sonu, 2021. "Modeling AADT on local functionally classified roads using land use, road density, and nearest nonlocal road data," Journal of Transport Geography, Elsevier, vol. 93(C).
  2. Purhadi & Sutikno & Sarni Maniar Berliana & Dewi Indra Setiawan, 2021. "Geographically weighted bivariate generalized Poisson regression: application to infant and maternal mortality data," Letters in Spatial and Resource Sciences, Springer, vol. 14(1), pages 79-99, April.
  3. Paul Harris & Bruno Lanfranco & Binbin Lu & Alexis Comber, 2020. "Influence of Geographical Effects in Hedonic Pricing Models for Grass-Fed Cattle in Uruguay," Agriculture, MDPI, vol. 10(7), pages 1-17, July.
  4. Zhaoyang Li & Zelin Jiang & Yunke Qu & Yidan Cao & Feihu Sun & Yindong Dai, 2022. "Analysis of Landscape Change and Its Driving Mechanism in Chagan Lake National Nature Reserve," Sustainability, MDPI, vol. 14(9), pages 1-23, May.
  5. Oshan, Taylor M. & Kang, Wei, 2024. "Scale and Correlation in Multiscale Geographically Weighted Regression (MGWR)," OSF Preprints cujby, Center for Open Science.
  6. Jamshidi, Mohammad Javad, 2024. "Polycentricity and TOD-ness synergy: A novel composite index for integrated development of employment centers and residential cores in transit-oriented neighborhoods," Journal of Transport Geography, Elsevier, vol. 120(C).
  7. Alexis Comber & Paul Harris, 2018. "Geographically weighted elastic net logistic regression," Journal of Geographical Systems, Springer, vol. 20(4), pages 317-341, October.
  8. Li, Mengya & Kwan, Mei-Po & Hu, Wenyan & Li, Rui & Wang, Jun, 2023. "Examining the effects of station-level factors on metro ridership using multiscale geographically weighted regression," Journal of Transport Geography, Elsevier, vol. 113(C).
  9. Oshan, Taylor M. & Smith, Jordan & Fotheringham, Alexander Stewart, 2020. "Targeting the spatial context of obesity determinants via multiscale geographically weighted regression," OSF Preprints u7j29, Center for Open Science.
  10. Christos Agiakloglou & Cleon Tsimbos & Apostolos Tsimpanos, 2019. "Evidence of spurious results along with spatially autocorrelated errors in the context of geographically weighted regression for two independent SAR(1) processes," Empirical Economics, Springer, vol. 57(5), pages 1613-1631, November.
  11. Geniaux, Ghislain & Martinetti, Davide, 2018. "A new method for dealing simultaneously with spatial autocorrelation and spatial heterogeneity in regression models," Regional Science and Urban Economics, Elsevier, vol. 72(C), pages 74-85.
  12. Oshan, Taylor M., 2022. "Navigating the methodological landscape in spatial analysis: a comment on ‘A Route Map for Successful Applications of Geographically-Weighted Regression’," OSF Preprints rckzj, Center for Open Science.
  13. Fei Han & Xinqi Zheng & Peipei Wang & Dongya Liu & Minrui Zheng, 2022. "Effects of Meteorological Factors and Air Pollutants on COVID-19 Transmission under the Action of Control Measures," IJERPH, MDPI, vol. 19(15), pages 1-19, July.
  14. Nana Yang & Jiansong Li & Binbin Lu & Minghai Luo & Linze Li, 2019. "Exploring the Spatial Pattern and Influencing Factors of Land Carrying Capacity in Wuhan," Sustainability, MDPI, vol. 11(10), pages 1-16, May.
  15. Xin Lao & Hengyu Gu, 2020. "Unveiling various spatial patterns of determinants of hukou transfer intentions in China: A multi‐scale geographically weighted regression approach," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1860-1876, December.
  16. Wang, Di & Zhou, Tao & Wang, Mengmeng, 2021. "Information and communication technology (ICT), digital divide and urbanization: Evidence from Chinese cities," Technology in Society, Elsevier, vol. 64(C).
  17. Marta Nalej & Elżbieta Lewandowicz, 2023. "An Analysis of Recreational and Leisure Areas in Polish Counties with the Use of Geographically Weighted Regression," Sustainability, MDPI, vol. 16(1), pages 1-25, December.
  18. Rongbing Liu & Afifa Qadeer & Junqi Liu & Suleman Sarwar & Muhammad Wasim Hussan, 2024. "The Paradox of Progress towards SDG7: Governance Quality and Energy Poverty Dynamics in Pakistan," Sustainability, MDPI, vol. 16(19), pages 1-27, September.
  19. Qianyao Li & Junwu Wang & Judith Callanan & Binbin Lu & Zeng Guo, 2021. "The spatial varying relationship between services of the train network and residential property values in Melbourne, Australia," Urban Studies, Urban Studies Journal Limited, vol. 58(2), pages 335-354, February.
  20. Seonga Cho & Sewon Kim & Bong Joo Lee, 2024. "Correlations between Hotspots of Child Maltreatment and Neighborhood-Level Interventions," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 17(5), pages 2099-2121, October.
  21. Abulibdeh, Ammar, 2021. "Spatiotemporal analysis of water-electricity consumption in the context of the COVID-19 pandemic across six socioeconomic sectors in Doha City, Qatar," Applied Energy, Elsevier, vol. 304(C).
  22. Joseph Gibbons, 2021. "Distancing the socially distanced: Racial/ethnic composition’s association with physical distancing in response to COVID-19 in the U.S," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-21, May.
  23. I-Chun Chen & Kuang-Ly Cheng & Hwong-Wen Ma & Cathy C.W. Hung, 2021. "Identifying Spatial Driving Factors of Energy and Water Consumption in the Context of Urban Transformation," Sustainability, MDPI, vol. 13(19), pages 1-18, September.
  24. Hoehun Ha & Wei Tu, 2018. "An Ecological Study on the Spatially Varying Relationship between County-Level Suicide Rates and Altitude in the United States," IJERPH, MDPI, vol. 15(4), pages 1-16, April.
  25. Obelheiro, Marta Rodrigues & da Silva, Alan Ricardo & Nodari, Christine Tessele & Cybis, Helena Beatriz Bettella & Lindau, Luis Antonio, 2020. "A new zone system to analyze the spatial relationships between the built environment and traffic safety," Journal of Transport Geography, Elsevier, vol. 84(C).
  26. Sisman, S. & Aydinoglu, A.C., 2022. "A modelling approach with geographically weighted regression methods for determining geographic variation and influencing factors in housing price: A case in Istanbul," Land Use Policy, Elsevier, vol. 119(C).
  27. Chacon-Hurtado, Davis & Kumar, Indraneel & Gkritza, Konstantina & Fricker, Jon D. & Beaulieu, Lionel J., 2020. "The role of transportation accessibility in regional economic resilience," Journal of Transport Geography, Elsevier, vol. 84(C).
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