A spatial autoregressive multinomial probit model for anticipating land-use change in Austin, Texas
نویسندگان
چکیده
منابع مشابه
A Spatial Autoregressive Multinomial Probit Model for Anticipating Land Use Change in Austin, Texas
This paper develops an estimation strategy for and then applies a spatial autoregressive multinomial probit (SAR MNP) model to account for both spatial clustering and cross-alternative correlation. Estimation is achieved using Bayesian techniques with Gibbs and the generalized direct sampling (GDS). The model is applied to analyze land development decisions for undeveloped parcels over a 6-year...
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The evolution of land development in urban area has been of great interest to policy makers and planners. Due to the complexity of the land development process, no existing studies is considered sophisticated enough. This research uses Dynamic Spatial Ordered Probit (DSOP) model to analyze Austin’s land use intensity patterns over a 4-point panel. The observational units are 300m×300m grid cell...
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The interplay of human actions and natural processes over varied spatial and temporal scales can result in abrupt transitions between contrasting land surface states. Understanding these transitions is a key goal of sustainability science because they can represent abrupt losses of natural capital. This paper recognizes flickering between alternate land surface states in advance of threshold ch...
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Land use change is driven by interaction in space and time between humans and the environment that can be captured by computer simulation models (Veldkamp and Verburg, 2004). In the last few decades, land use change models have played an important role in understanding the causes, mechanisms and consequences of land use dynamics. SLEUTH is an open source cellular automata based land use change ...
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A strategy revision process in symmetric normal form games is proposed. Following Kandori, Mailath, and Rob (1993), members of a population periodically revise their strategy choice, and choose a myopic best response to currently observed play. Their payoffs are perturbed by normally distributed Harsanyian (1973) trembles, so that strategies are chosen according to multinomial probit probabilit...
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ژورنال
عنوان ژورنال: The Annals of Regional Science
سال: 2013
ISSN: 0570-1864,1432-0592
DOI: 10.1007/s00168-013-0584-y