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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2410.11103 |
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| _version_ | 1866909402592706560 |
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| author | Guigues, Vincent Kleywegt, Anton Nascimento, Victor Hugo de Andrade, Lucas Lucas Rafael |
| author_facet | Guigues, Vincent Kleywegt, Anton Nascimento, Victor Hugo de Andrade, Lucas Lucas Rafael |
| contents | We consider models for spatiotemporal Poisson processes with some missing location data. We discuss four models that make provision for missing location data, and their estimation. The corresponding code is available on GitHub as an extension of LASPATED at https://github.com/vguigues/LASPATED/Missing_Data. We tested our models using the process of emergency call arrivals to an emergency medical service where the emergency reports often omit the location of the emergency. We show the difference made by using models that make provision for missing location data. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_11103 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Estimation of Spatiotemporal Poisson Processes with Some Missing Location Data Guigues, Vincent Kleywegt, Anton Nascimento, Victor Hugo de Andrade, Lucas Lucas Rafael Methodology Statistics Theory Computation We consider models for spatiotemporal Poisson processes with some missing location data. We discuss four models that make provision for missing location data, and their estimation. The corresponding code is available on GitHub as an extension of LASPATED at https://github.com/vguigues/LASPATED/Missing_Data. We tested our models using the process of emergency call arrivals to an emergency medical service where the emergency reports often omit the location of the emergency. We show the difference made by using models that make provision for missing location data. |
| title | Estimation of Spatiotemporal Poisson Processes with Some Missing Location Data |
| topic | Methodology Statistics Theory Computation |
| url | https://arxiv.org/abs/2410.11103 |