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GWmodel: An R Package for Exploring Spatial Heterogeneity Using Geographically Weighted Models

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Cited by:

  1. Marek, Lukas & Hobbs, Matthew & McCarthy, John & Wiki, Jesse & Tomintz, Melanie & Campbell, Malcolm & Kingham, Simon, 2020. "Investigating spatial variation and change (2006–2017) in childhood immunisation coverage in New Zealand," Social Science & Medicine, Elsevier, vol. 264(C).
  2. Chang-Lin Mei & Feng Chen & Wen-Tao Wang & Peng-Cheng Yang & Si-Lian Shen, 2021. "Efficient estimation of heteroscedastic mixed geographically weighted regression models," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(1), pages 185-206, February.
  3. Dongwoo Kang & Sandy Dall’erba, 2016. "Exploring the spatially varying innovation capacity of the US counties in the framework of Griliches’ knowledge production function: a mixed GWR approach," Journal of Geographical Systems, Springer, vol. 18(2), pages 125-157, April.
  4. Rémy Le Boennec & Julie Bulteau & Thierry Feuillet, 2022. "The role of commuter rail accessibility in the formation of residential land values: exploring spatial heterogeneity in peri-urban and remote areas," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(1), pages 163-186, August.
  5. Gianfranco Piras & Mauricio Sarrias, 2023. "Heterogeneous spatial models in R: spatial regimes models," Journal of Spatial Econometrics, Springer, vol. 4(1), pages 1-32, December.
  6. 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.
  7. Rüttenauer, Tobias & Best, Henning, 2021. "Consistent Inequality across Germany? Exploring Spatial Heterogeneity in the Unequal Distribution of Air Pollution," SocArXiv 5tavs, Center for Open Science.
  8. Yaqiu Zhu & Bangyou Zheng & Qiyou Luo & Weihua Jiao & Yadong Yang, 2023. "Uncovering the Drivers and Regional Variability of Cotton Yield in China," Agriculture, MDPI, vol. 13(11), pages 1-16, November.
  9. Alexis Comber & Paul Harris, 2018. "Geographically weighted elastic net logistic regression," Journal of Geographical Systems, Springer, vol. 20(4), pages 317-341, October.
  10. Irene Martinez-Morata & Benjamin C. Bostick & Otakuye Conroy-Ben & Dustin T. Duncan & Miranda R. Jones & Maya Spaur & Kevin P. Patterson & Seth J. Prins & Ana Navas-Acien & Anne E. Nigra, 2022. "Nationwide geospatial analysis of county racial and ethnic composition and public drinking water arsenic and uranium," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
  11. Yanming Ren & Zongyao Huang & Lingling Zhou & Peng Xiao & Junwei Song & Ping He & Chuanxing Xie & Ran Zhou & Menghan Li & Xiangqun Dong & Qing Mao & Chao You & Jianguo Xu & Yanhui Liu & Zhigang Lan & , 2023. "Spatial transcriptomics reveals niche-specific enrichment and vulnerabilities of radial glial stem-like cells in malignant gliomas," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
  12. Alfredo Cartone & Domenica Panzera, 2021. "Deprivation at local level: Practical problems and policy implications for the province of Milan," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(1), pages 43-61, February.
  13. Katarzyna Miszczynska & Elzbieta Antczak, 2023. "The Determinants of Presenteeism in Selected European Countries- Modelling from Geographical and Gender Perspectives," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 255-280.
  14. Yaxiong Ma & Sucharita Gopal, 2018. "Geographically Weighted Regression Models in Estimating Median Home Prices in Towns of Massachusetts Based on an Urban Sustainability Framework," Sustainability, MDPI, vol. 10(4), pages 1-27, March.
  15. María D. Illescas-Manzano & Sergio Martínez-Puertas & Gema M. Marín-Carrillo & María B. Marín-Carrillo, 2023. "Dynamics of agglomeration and competition in the hotel industry: A geographically weighted regression analysis based on an analytical hierarchy process and geographic information systems (GIS) data," Oeconomia Copernicana, Institute of Economic Research, vol. 14(1), pages 213-252, March.
  16. Marques, Samuel de França & Pitombo, Cira Souza, 2023. "Local modeling as a solution to the lack of stop-level ridership data," Journal of Transport Geography, Elsevier, vol. 112(C).
  17. Elżbieta Antczak, 2020. "Regionally Divergent Patterns in Factors Affecting Municipal Waste Production: The Polish Perspective," Sustainability, MDPI, vol. 12(17), pages 1-25, August.
  18. Richard Harris & David O’Sullivan & Mark Gahegan & Martin Charlton & Lex Comber & Paul Longley & Chris Brunsdon & Nick Malleson & Alison Heppenstall & Alex Singleton & Daniel Arribas-Bel & Andy Evan, 2017. "More bark than bytes? Reflections on 21+ years of geocomputation," Environment and Planning B, , vol. 44(4), pages 598-617, July.
  19. 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.
  20. Liu, Xintao & Wu, Jiawei & Huang, Jianwei & Zhang, Junwei & Chen, Bi Yu & Chen, Anthony, 2021. "Spatial-interaction network analysis of built environmental influence on daily public transport demand," Journal of Transport Geography, Elsevier, vol. 92(C).
  21. Francisco Benita & Vyacheslav Kalashnikov & Bige Tunçer, 2021. "A Spatial Livability Index for dense urban centers," Environment and Planning B, , vol. 48(7), pages 2006-2022, September.
  22. Fabio Humberto Sepúlveda Murillo & Jorge Chica Olmo & Norely Margarita Soto Builes, 2019. "Spatial Variability Analysis of Quality of Life and Its Determinants: A Case Study of Medellín, Colombia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(3), pages 1233-1256, August.
  23. Feuillet, T. & Commenges, H. & Menai, M. & Salze, P. & Perchoux, C. & Reuillon, R. & Kesse-Guyot, E. & Enaux, C. & Nazare, J.-A. & Hercberg, S. & Simon, C. & Charreire, H. & Oppert, J.M., 2018. "A massive geographically weighted regression model of walking-environment relationships," Journal of Transport Geography, Elsevier, vol. 68(C), pages 118-129.
  24. Andrea Furková & Michaela Chocholatá, 2021. "Spatial econometric approach to the EU regional employment process," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(3), pages 1037-1056, September.
  25. Zhang, Xiaoxiang & Yao, Jing & Wang, Jing & Sila-Nowicka, Katarzyna, 2020. "Changes of forestland in China's coastal areas (1996-2015): Regional variations and driving forces," Land Use Policy, Elsevier, vol. 99(C).
  26. Ghislain Geniaux, 2024. "Speeding up estimation of spatially varying coefficients models," Journal of Geographical Systems, Springer, vol. 26(3), pages 293-327, July.
  27. Wang, Yongcheng & Yamaguchi, Keita & Wong, Yiik Diew, 2020. "The multivalent nexus of redevelopment and heritage conservation: A mixed-methods study of the site-level public consultation of urban development in Macao," Land Use Policy, Elsevier, vol. 99(C).
  28. Gainbi Park & Zengwang Xu, 2022. "The constituent components and local indicator variables of social vulnerability index," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 110(1), pages 95-120, January.
  29. Ömer Ünsal & Aynaz Lotfata & Sedat Avcı, 2023. "Exploring the Relationships between Land Surface Temperature and Its Influencing Determinants Using Local Spatial Modeling," Sustainability, MDPI, vol. 15(15), pages 1-26, July.
  30. Wang, Yanzai & Hao, Chengzhi & Liu, Dawei, 2019. "The spatial and temporal dimensions of the interdependence between the airline industry and the Chinese economy," Journal of Transport Geography, Elsevier, vol. 74(C), pages 201-210.
  31. Yigong Hu & Binbin Lu & Yong Ge & Guanpeng Dong, 2022. "Uncovering spatial heterogeneity in real estate prices via combined hierarchical linear model and geographically weighted regression," Environment and Planning B, , vol. 49(6), pages 1715-1740, July.
  32. Alexis Comber & Khanh Chi & Man Q Huy & Quan Nguyen & Binbin Lu & Hoang H Phe & Paul Harris, 2020. "Distance metric choice can both reduce and induce collinearity in geographically weighted regression," Environment and Planning B, , vol. 47(3), pages 489-507, March.
  33. Zaijun Li & Jianquan Cheng & Qiyan Wu, 2016. "Analyzing regional economic development patterns in a fast developing province of China through geographically weighted principal component analysis," Letters in Spatial and Resource Sciences, Springer, vol. 9(3), pages 233-245, October.
  34. Fen-Jiao Wang & Chang-Lin Mei & Zhi Zhang & Qiu-Xia Xu, 2022. "Testing for Local Spatial Association Based on Geographically Weighted Interpolation of Geostatistical Data with Application to PM2.5 Concentration Analysis," Sustainability, MDPI, vol. 14(21), pages 1-19, November.
  35. Antonio Tomao & Walter Mattioli & David Fanfani & Carlotta Ferrara & Giovanni Quaranta & Rosanna Salvia & Luca Salvati, 2021. "Economic Downturns and Land-Use Change: A Spatial Analysis of Urban Transformations in Rome (Italy) Using a Geographically Weighted Principal Component Analysis," Sustainability, MDPI, vol. 13(20), pages 1-14, October.
  36. Shuyu Huang & Chunxiao Wang & Mengting Deng & Yuxi Chen, 2022. "Coupling Coordination between Park Green Space (PGS) and Socioeconomic Deprivation (SED) in High-Density City Based on Multi-Scale: From Environmental Justice Perspective," Land, MDPI, vol. 12(1), pages 1-20, December.
  37. Qingbin Wei & Lianjun Zhang & Wenbiao Duan & Zhen Zhen, 2019. "Global and Geographically and Temporally Weighted Regression Models for Modeling PM 2.5 in Heilongjiang, China from 2015 to 2018," IJERPH, MDPI, vol. 16(24), pages 1-20, December.
  38. Andréia S. Santos & Lucas Teles Faria & Mara Lúcia M. Lopes & Carlos R. Minussi, 2023. "Power Distribution Systems’ Vulnerability by Regions Caused by Electrical Discharges," Energies, MDPI, vol. 16(23), pages 1-19, November.
  39. Chen Xie & Dexin Yu & Ciyun Lin & Xiaoyu Zheng & Bo Peng, 2022. "Exploring the Spatiotemporal Impacts of the Built Environment on Taxi Ridership Using Multisource Data," Sustainability, MDPI, vol. 14(10), pages 1-24, May.
  40. Daniele Trogu & Michele Campagna, 2018. "Towards Spatial Composite Indicators: A Case Study on Sardinian Landscape," Sustainability, MDPI, vol. 10(5), pages 1-21, April.
  41. Wenjie Wu & Guanpeng Dong & Wenzhong Zhang, 2017. "The puzzling heterogeneity of amenity capitalization effects on land markets," Papers in Regional Science, Wiley Blackwell, vol. 96, pages 135-153, March.
  42. Pebesma, Edzer & Bivand, Roger & Ribeiro, Paulo Justiniano, 2015. "Software for Spatial Statistics," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 63(i01).
  43. Kirtonia, Sajeeb & Sun, Yanshuo, 2022. "Evaluating rail transit's comparative advantages in travel cost and time over taxi with open data in two U.S. cities," Transport Policy, Elsevier, vol. 115(C), pages 75-87.
  44. Alfredo Cartone & Paolo Postiglione, 2016. "Le componenti principali pesate geograficamente per la definizione di indicatori compositi locali," RIVISTA DI ECONOMIA E STATISTICA DEL TERRITORIO, FrancoAngeli Editore, vol. 2016(1), pages 33-52.
  45. Elżbieta Antczak & Katarzyna M. Miszczyńska, 2021. "Causes of Sickness Absenteeism in Europe—Analysis from an Intercountry and Gender Perspective," IJERPH, MDPI, vol. 18(22), pages 1-22, November.
  46. Minghai Luo & Sixian Qin & Haoxue Chang & Anqi Zhang, 2019. "Disaggregation Method of Carbon Emission: A Case Study in Wuhan, China," Sustainability, MDPI, vol. 11(7), pages 1-17, April.
  47. Andrés Felipe Castro Torres & B. Piedad Urdinola, 2019. "Armed Conflict and Fertility in Colombia, 2000–2010," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 38(2), pages 173-213, April.
  48. Wang, Chih-Hao & Chen, Na, 2017. "A geographically weighted regression approach to investigating the spatially varied built-environment effects on community opportunity," Journal of Transport Geography, Elsevier, vol. 62(C), pages 136-147.
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