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Research Article

The Impact of Spatial Scales and Spatial Smoothing on the Outcome of Bayesian Spatial Model

  • Su Yun Kang mail,

    s7.kang@qut.edu.au

    Affiliations: Mathematical Sciences School, Queensland University of Technology, Brisbane, Queensland, Australia, Cooperative Research Centre for Spatial Information, Melbourne, Victoria, Australia

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  • James McGree,

    Affiliations: Mathematical Sciences School, Queensland University of Technology, Brisbane, Queensland, Australia, Cooperative Research Centre for Spatial Information, Melbourne, Victoria, Australia

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  • Kerrie Mengersen

    Affiliations: Mathematical Sciences School, Queensland University of Technology, Brisbane, Queensland, Australia, Cooperative Research Centre for Spatial Information, Melbourne, Victoria, Australia

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  • Published: October 11, 2013
  • DOI: 10.1371/journal.pone.0075957

About the Authors

Su Yun Kang, James McGree, Kerrie Mengersen
Mathematical Sciences School, Queensland University of Technology, Brisbane, Queensland, Australia
Su Yun Kang, James McGree, Kerrie Mengersen
Cooperative Research Centre for Spatial Information, Melbourne, Victoria, Australia

Corresponding Author

Email: s7.kang@qut.edu.au

Competing Interests

The authors have the following interests. The work has been supported by the Cooperative Research Centre for Spatial Information. All authors are affiliated with the CRC for Spatial Information. There are no patents, products in development or marketed products to declare. This does not alter their adherence to all the PLOS ONE policies on sharing data and materials, as detailed online in the guide for authors.

Author Contributions

Conceived and designed the experiments: SYK JM KM. Performed the experiments: SYK. Analyzed the data: SYK. Wrote the paper: SYK.