| Full text | |
| Author(s): |
Total Authors: 2
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| Affiliation: | [1] FEA RP Univ Sao Paulo, Dept Econ, Av Bandeirantes 3900, BR-14040905 Ribeirao Preto, SP - Brazil
Total Affiliations: 1
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| Document type: | Journal article |
| Source: | APPLIED SPATIAL ANALYSIS AND POLICY; SEP 2021. |
| Web of Science Citations: | 0 |
| Abstract | |
We propose an application of spatial statistics to model the location patterns of new firms in the city of Sao Paulo. In this paper, we assume that the spatial location of these firms was generated by a two-dimensional point process and thus we applied two distinct structures: a benchmark based on inhomogeneous Poisson process, and a stochastic intensity model based on the Log Gaussian Cox process (LGCP). We discuss the use of various types of covariates and generalizations with alternative forms of dependence, interaction effects and joint modeling of marked point processes. The results show the usefulness of these models the construction of spatial location models, combining different data sources and introducing new perspectives on the empirical study of location economics. (AU) | |
| FAPESP's process: | 18/04654-9 - Time series, wavelets and high dimensional data |
| Grantee: | Pedro Alberto Morettin |
| Support Opportunities: | Research Projects - Thematic Grants |