Tamás Krisztin, Philipp Piribauer, Michael Wögerer
arXiv 3 Aug 2020 · Econometrics · publishedSpatial Economic Analysis (2021) · 2 citations (OpenAlex)
arXiv:2008.00673 · PDF · DOI · OpenAlex · Extracted main text
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 land sealing process of cropland and grassland. Moreover, we uncover land sealing spillovers across multiple classes of arable land.
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The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.
| Reference | Intensity | Mentions | Sections | Main text | |
|---|---|---|---|---|---|
| 1 | Chakir R and Parent O (2009) Determinants of land use changes: A spa… Papers in Regional Science 88(2), 327–344 | 1.000 | 7 | 4 | 100% |
| 2 | Chakir R and Lungarska A (2017) Agricultural rent in land-use models… Spatial Economic Analysis 12(2-3), 279–303 | 0.928 | 4 | 3 | 100% |
| 3 | Lubowski RN, Plantinga AJ, Stavins RN, Ruben N, Plantinga J and Robe… (2008) Land Economics 84(4), 529–550 | 0.928 | 4 | 3 | 100% |
| 4 | Krisztin T and Piribauer P (2020) A Bayesian spatial autoregressive… Empirical Economics | 0.894 | 7 | 6 | 71% |
| 5 | LeSage JP and Pace RK (2009) Introduction to Spatial Econometrics CRC Press, Boca Raton London New York | 0.894 | 7 | 6 | 71% |
| 6 | Shaw BJ, van Vliet J and Verburg PH (2020) The peri-urbanization of… Landscape and Urban Planning 196(December 2019), 103733 | 0.874 | 7 | 2 | 100% |
| 7 | Lai S and Zoppi C (2017) The influence of natura 2000 sites on land-… Sustainability (Switzerland) 9(2) | 0.874 | 5 | 2 | 100% |
| 8 | Zoppi C and Lai S (2014) Land-taking processes: An interpretive stud… Land Use Policy 36(2014), 369–380 | 0.874 | 5 | 2 | 100% |
| 9 | Guastella G, Pareglio S and Sckokai P (2017) A spatial econometric a… Land Use Policy 63, 288–297 | 0.811 | 4 | 2 | 100% |
| 10 | Lai S and Lombardini G (2016) Regional drivers of land take: A compa… Land Use Policy 56, 262–273 | 0.811 | 4 | 2 | 100% |
Showing the top 10 of 47 scored citations.