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Geographically Weighted Regression: The Analysis of Spatially Varying Relationships

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  • Daniel P. McMillen

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  • Daniel P. McMillen, 2004. "Geographically Weighted Regression: The Analysis of Spatially Varying Relationships," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 554-556.
    • Handle: RePEc:oup:ajagec:v:86:y:2004:i:2:p:554-556
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    File URL: http://hdl.handle.net/10.1111/j.0002-9092.2004.600_2.x
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    Cited by:

    1. Chengcheng Xu & Yuxuan Wang & Wei Ding & Pan Liu, 2020. "Modeling the Spatial Effects of Land-Use Patterns on Traffic Safety Using Geographically Weighted Poisson Regression," Networks and Spatial Economics, Springer, vol. 20(4), pages 1015-1028, December.
    2. Zhengyuan Chai & Yi Yang & Yangyang Zhao & Yonghu Fu & Ling Hao, 2021. "Exploring the Effects of Contextual Factors on Residential Land Prices Using an Extended Geographically and Temporally Weighted Regression Model," Land, MDPI, vol. 10(11), pages 1-20, October.
    3. Liu, Yan & Wang, Siqin & Xie, Bin, 2019. "Evaluating the effects of public transport fare policy change together with built and non-built environment features on ridership: The case in South East Queensland, Australia," Transport Policy, Elsevier, vol. 76(C), pages 78-89.
    4. Jie Li & Kun Jia & Yanxu Liu & Bo Yuan & Mu Xia & Wenwu Zhao, 2021. "Spatiotemporal Distribution of Zika Virus and Its Spatially Heterogeneous Relationship with the Environment," IJERPH, MDPI, vol. 18(1), pages 1-14, January.
    5. Rongjun Cheng & Wenbao Zeng & Xingjian Wu & Fuzhou Chen & Baobin Miao, 2024. "Exploring the Influence of the Built Environment on the Demand for Online Car-Hailing Services Using a Multi-Scale Geographically and Temporally Weighted Regression Model," Sustainability, MDPI, vol. 16(5), pages 1-22, February.
    6. Zhongxun Zhang & Kaifang Shi & Zhiyong Zhu & Lu Tang & Kangchuan Su & Qingyuan Yang, 2022. "Spatiotemporal Evolution and Influencing Factors of the Rural Natural Capital Utilization Efficiency: A Case Study of Chongqing, China," Land, MDPI, vol. 11(5), pages 1-29, May.
    7. Yan Long & Zhengyuan Lu & Siyu Hu & Shiqi Luo & Xi Liu & Jingmei Shao & Yuqiao Zheng & Xuejun Liu, 2023. "Study on Influencing Factors and Planning Strategies of Population Spatial Distribution in Urban Fringe Areas from the Perspective of Built Environment—The Case of Wuhan, China," Land, MDPI, vol. 12(9), pages 1-35, September.
    8. Yang Liu & Yanjie Ji & Zhuangbin Shi & Liangpeng Gao, 2018. "The Influence of the Built Environment on School Children’s Metro Ridership: An Exploration Using Geographically Weighted Poisson Regression Models," Sustainability, MDPI, vol. 10(12), pages 1-16, December.
    9. Jiaxing Pang & Xue Li & Xiang Li & Ting Yang & Ya Li & Xingpeng Chen, 2022. "Analysis of Regional Differences and Factors Influencing the Intensity of Agricultural Water in China," Agriculture, MDPI, vol. 12(4), pages 1-20, April.
    10. Cem Ertur & Julie Le Gallo, 2008. "Regional Growth and Convergence: Heterogenous reaction versus interaction in spatial econometric approaches," Working Papers hal-00463274, HAL.
    11. Xing Gao & Keyu Zhai, 2021. "Spatial Mechanisms of Regional Innovation Mobility in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(1), pages 247-270, July.
    12. Hongli Liu & Xiaoyu Yan & Jinhua Cheng & Jun Zhang & Yan Bu, 2021. "Driving Factors for the Spatiotemporal Heterogeneity in Technical Efficiency of China’s New Energy Industry," Energies, MDPI, vol. 14(14), pages 1-21, July.
    13. Song, Yongze & Thatcher, Dominique & Li, Qindong & McHugh, Tom & Wu, Peng, 2021. "Developing sustainable road infrastructure performance indicators using a model-driven fuzzy spatial multi-criteria decision making method," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    14. Li Gao & Mingjing Huang & Wuping Zhang & Lei Qiao & Guofang Wang & Xumeng Zhang, 2021. "Comparative Study on Spatial Digital Mapping Methods of Soil Nutrients Based on Different Geospatial Technologies," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    15. Chao Song & Yaode Wang & Xiu Yang & Yili Yang & Zhangying Tang & Xiuli Wang & Jay Pan, 2020. "Spatial and Temporal Impacts of Socioeconomic and Environmental Factors on Healthcare Resources: A County-Level Bayesian Local Spatiotemporal Regression Modeling Study of Hospital Beds in Southwest Ch," IJERPH, MDPI, vol. 17(16), pages 1-23, August.
    16. Hongbin He & Yonglin Shen & Changmin Jiang & Tianqi Li & Mingqiang Guo & Ling Yao, 2020. "Spatiotemporal Big Data for PM 2.5 Exposure and Health Risk Assessment during COVID-19," IJERPH, MDPI, vol. 17(20), pages 1-19, October.
    17. Liu, Yang & Min, Shisheng & Shi, Zhuangbin & He, Mingwei, 2024. "Exploring students' choice of active travel to school in different spatial environments: A case study in a mountain city," Journal of Transport Geography, Elsevier, vol. 115(C).
    18. Wenbo Chen & Fuqing Zhang & Saiwei Luo & Taojie Lu & Jiao Zheng & Lei He, 2022. "Three-Dimensional Landscape Pattern Characteristics of Land Function Zones and Their Influence on PM 2.5 Based on LUR Model in the Central Urban Area of Nanchang City, China," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
    19. Yingqi Guo & Shu-Sen Chang & Feng Sha & Paul S F Yip, 2018. "Poverty concentration in an affluent city: Geographic variation and correlates of neighborhood poverty rates in Hong Kong," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-17, February.
    20. 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.
    21. Chin-Yu Hsu & Yu-Ting Zeng & Yu-Cheng Chen & Mu-Jean Chen & Shih-Chun Candice Lung & Chih-Da Wu, 2020. "Kriging-Based Land-Use Regression Models That Use Machine Learning Algorithms to Estimate the Monthly BTEX Concentration," IJERPH, MDPI, vol. 17(19), pages 1-14, September.
    22. Xin Li & Lin Zhou & Tao Jia & Ran Peng & Xiongwu Fu & Yuliang Zou, 2020. "Associating COVID-19 Severity with Urban Factors: A Case Study of Wuhan," IJERPH, MDPI, vol. 17(18), pages 1-20, September.
    23. Huafei Yu & Yaolong Zhao & Yingchun Fu & Le Li, 2018. "Spatiotemporal Variance Assessment of Urban Rainstorm Waterlogging Affected by Impervious Surface Expansion: A Case Study of Guangzhou, China," Sustainability, MDPI, vol. 10(10), pages 1-22, October.
    24. Salma Hamza & Imran Khan & Linlin Lu & Hua Liu & Farkhunda Burke & Syed Nawaz-ul-Huda & Muhammad Fahad Baqa & Aqil Tariq, 2021. "The Relationship between Neighborhood Characteristics and Homicide in Karachi, Pakistan," Sustainability, MDPI, vol. 13(10), pages 1-14, May.
    25. Yuan Gao & Chuanrong Zhang & Qingsong He & Yaolin Liu, 2017. "Urban Ecological Security Simulation and Prediction Using an Improved Cellular Automata (CA) Approach—A Case Study for the City of Wuhan in China," IJERPH, MDPI, vol. 14(6), pages 1-20, June.

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