Brunsdon, C., Harris, P. and Comber, A. orcid.org/0000-0002-3652-7846 (2023) Smarter Than Your Average Model - Bayesian Model Averaging as a Spatial Analysis Tool (Short Paper). In: Proceedings of 12th International Conference on Geographic Information Science (GIScience 2023). 12th International Conference on Geographic Information Science (GIScience 2023), 12-15 Sep 2023, Leeds, UK. Leibniz International Proceedings in Informatics (LIPIcs), 277 . Schloss Dagstuhl – Leibniz-Zentrum für Informatik , 17:1-17:6. ISBN 9783959772884
Abstract
Bayesian modelling averaging (BMA) allows the results of analysing competing data models to be combined, and the relative plausibility of the models to be assessed. Here, the potential to apply this approach to spatial statistical models is considered, using an example of spatially varying coefficient modelling applied to data from the 2016 UK referendum on leaving the EU.
Metadata
Item Type: | Proceedings Paper |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © Chris Brunsdon, Paul Harris, and Alexis Comber. This is an open access conference paper under the terms of the Creative Commons Attribution License (CC-BY 4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. |
Keywords: | Bayesian, Varying coefficient regression, Spatial statistics |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Environment (Leeds) > School of Geography (Leeds) > Centre for Spatial Analysis & Policy (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 29 Apr 2024 10:36 |
Last Modified: | 29 Apr 2024 10:36 |
Status: | Published |
Publisher: | Schloss Dagstuhl – Leibniz-Zentrum für Informatik |
Series Name: | Leibniz International Proceedings in Informatics (LIPIcs) |
Identification Number: | 10.4230/LIPIcs.GIScience.2023.17 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:211986 |