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Spatial Statistical Analysis and Geographic Information Systems

In: Perspectives on Spatial Data Analysis

Author

Listed:
  • Luc Anselin

    (Arizona State University)

  • Arthur Getis

    (San Diego State University)

Abstract

In this paper, we discuss a number of general issues that pertain to the interface between GIS and spatial analysis. In particular, we focus on the various paradigms for spatial data analysis that follow from the existence of this interface. We outline a series of questions that need to be confronted in the analysis of spatial data, and the extent to which a GIS can facilitate their resolution. We also review a number of exploratory and confirmatory techniques that we feel should form the core of a spatial analysis module for a GIS.

Suggested Citation

  • Luc Anselin & Arthur Getis, 2010. "Spatial Statistical Analysis and Geographic Information Systems," Advances in Spatial Science, in: Luc Anselin & Sergio J. Rey (ed.), Perspectives on Spatial Data Analysis, chapter 0, pages 35-47, Springer.
    • Handle: RePEc:spr:adspcp:978-3-642-01976-0_3
    DOI: 10.1007/978-3-642-01976-0_3
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    Citations

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    Cited by:

    1. Khalifa M Al-Kindi & Paul Kwan & Nigel Andrew & Mitchell Welch, 2017. "Impact of environmental variables on Dubas bug infestation rate: A case study from the Sultanate of Oman," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-17, May.
    2. Sunak, Yasin & Madlener, Reinhard, 2012. "The Impact of Wind Farms on Property Values: A Geographically Weighted Hedonic Pricing Model," FCN Working Papers 3/2012, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Mar 2013.
    3. Sunak, Yasin & Madlener, Reinhard, 2014. "Local Impacts of Wind Farms on Property Values: A Spatial Difference-in-Differences Analysis," FCN Working Papers 1/2014, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Oct 2014.
    4. Alice Barreca & Rocco Curto & Diana Rolando, 2020. "Urban Vibrancy: An Emerging Factor that Spatially Influences the Real Estate Market," Sustainability, MDPI, vol. 12(1), pages 1-23, January.
    5. Avner Bar-Hen & Servane Gey & Jean-Michel Poggi, 2021. "Spatial CART classification trees," Computational Statistics, Springer, vol. 36(4), pages 2591-2613, December.
    6. Tan, Ronghui & Liu, Pengcheng & Zhou, Kehao & He, Qingsong, 2022. "Evaluating the effectiveness of development-limiting boundary control policy: Spatial difference-in-difference analysis," Land Use Policy, Elsevier, vol. 120(C).
    7. Scott R. Sanders & Michael R. Cope & Elizabeth R. Pulsipher, 2018. "Do Factory Audits Improve International Labor Standards? An Examination of Voluntary Corporate Labor Regulations in Global Production Networks," Social Sciences, MDPI, vol. 7(6), pages 1-12, May.
    8. Kang Hou & Xuxiang Li & Jing Zhang, 2015. "GIS Analysis of Changes in Ecological Vulnerability Using a SPCA Model in the Loess Plateau of Northern Shaanxi, China," IJERPH, MDPI, vol. 12(4), pages 1-14, April.
    9. Philip Salesses & Katja Schechtner & César A Hidalgo, 2013. "The Collaborative Image of The City: Mapping the Inequality of Urban Perception," PLOS ONE, Public Library of Science, vol. 8(7), pages 1-12, July.
    10. Yaqing Liu & Hongbing Ouyang & Xiaolu Wei, 2021. "A Spatial Panel Structural Vector Autoregressive Model with Interactive Effects and Its Simulation," Mathematics, MDPI, vol. 9(8), pages 1-8, April.
    11. Schmidtner, Eva & Lippert, Christian & Dabbert, Stephan, 2015. "Does Spatial Dependence Depend on Spatial Resolution? – An Empirical Analysis of Organic Farming in Southern Germany," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 64(03), September.
    12. Sunak, Yasin & Madlener, Reinhard, 2016. "The impact of wind farm visibility on property values: A spatial difference-in-differences analysis," Energy Economics, Elsevier, vol. 55(C), pages 79-91.
    13. Jiyong Chen & Dabo Chen & Aiping Yao, 2020. "Trade development between China and countries along the Belt and Road: A spatial econometric analysis based on trade competitiveness and complementarity," Pacific Economic Review, Wiley Blackwell, vol. 25(2), pages 205-227, May.
    14. Stefania Bertazzon & Rizwan Shahid, 2017. "Schools, Air Pollution, and Active Transportation: An Exploratory Spatial Analysis of Calgary, Canada," IJERPH, MDPI, vol. 14(8), pages 1-16, July.
    15. Ye, Xinyue & Yue, Wenze, 2014. "Comparative analysis of regional development: Exploratory space-time data analysis and open source implementation," Economics Discussion Papers 2014-20, Kiel Institute for the World Economy (IfW Kiel).

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