17300 7 94555 2 275250 document 94555 A spatial multinomial logit model for analysing urban expansion.pdf application/pdf 15d44d3005bfb489655ad85dd34432ab MD5 1099747 2021-07-05 10:14:36 https://pure.iiasa.ac.at/id/eprint/17300/1/A%20spatial%20multinomial%20logit%20model%20for%20analysing%20urban%20expansion.pdf 17300 1 1 application/pdf text en public cc_by_4

A spatial multinomial logit model for analysing urban expansion.pdf

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http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/94555 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/94555 http://eprints.org/relation/ismediumThumbnailVersionOf https://pure.iiasa.ac.at/id/document/94555 94569 2 275269 document 94569 small.jpg image/png f62f69207a24dfe1b61842a42a7488f7 MD5 1540 2021-07-05 10:25:12 https://pure.iiasa.ac.at/id/eprint/17300/6/small.jpg 17300 6 6 image/png other Thumbnails conversion from text to thumbnail_small en public

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http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/94555 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/94555 http://eprints.org/relation/issmallThumbnailVersionOf https://pure.iiasa.ac.at/id/document/94555 archive 353 disk0/00/01/73/00 2021-07-05 10:16:16 2021-08-27 17:34:58 2021-07-05 10:16:16 article show Krisztin T. 2088 0000-0002-9241-8628 Piribauer P. Wögerer​ M. 2261 pub BNR IBF urban expansion; land-use change; spatial multinomial logit model; European regions The paper proposes a Bayesian multinomial logit model to analyse spatial patterns of urban expansion. The specification assumes that the log-odds of each class follow a spatial autoregressive process. Using recent advances in Bayesian computing, our model allows for a computationally efficient treatment of the spatial multinomial logit model. This allows us to assess spillovers between regions and across land-use classes. In a series of Monte Carlo studies, we benchmark our model against other competing specifications. The paper also showcases the performance of the proposed specification using European regional data. Our results indicate that spatial dependence plays a key role in the land-sealing process of cropland and grassland. Moreover, we uncover land-sealing spillovers across multiple classes of arable land. 2021-06-22 published Routledge 10.1080/17421772.2021.1933579 167 3156 public Spatial Economic Analysis 1-22 TRUE 1742-1772 FALSE no info:eu-repo/semantics/article