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http://www.repositorio.ufop.br/jspui/handle/123456789/14618
Título: | Space-time border analysis to evaluate and detect clusters. |
Autor(es): | Duarte, Anderson Ribeiro Silva, Spencer Barbosa da Oliveira, Fernando Luiz Pereira de Almeida, Alexandre Celestino Leite de Duczmal, Luiz Henrique |
Palavras-chave: | F-function Scan statistics Clusters design Alarm for emerging clusters |
Data do documento: | 2021 |
Referência: | DUARTE, A. R. et al. Space-time border analysis to evaluate and detect clusters. Communications in Statistics-Simulation and Computation, 2021. Disponível em: <https://www.tandfonline.com/doi/abs/10.1080/03610918.2021.1914094?journalCode=lssp20>. Acesso em: 25 ago. 2021. |
Resumo: | This article presents a statistic to identify the proportional intensity of an area to belong to a space-time cluster, which is very important in spatial statistics. A significant extension of the so-called F-function has been described in detail, which, associated with new technology, allows the evaluation of the intensity of change moments in the time process and outline possible occurrences of clusters. The justification of the study is performed through an extensive review of the current literature of the area. The developed algorithms are detailed via computational experiments with simulated data. Real situations are presented and discussed in detail. Finally, topics for future research are indicated. |
URI: | http://www.repositorio.ufop.br/jspui/handle/123456789/14618 |
Link para o artigo: | https://www.tandfonline.com/doi/abs/10.1080/03610918.2021.1914094?journalCode=lssp20 |
DOI: | https://doi.org/10.1080/03610918.2021.1914094 |
ISSN: | 1532-4141 |
Aparece nas coleções: | DEEST - Artigos publicados em periódicos |
Arquivos associados a este item:
Arquivo | Descrição | Tamanho | Formato | |
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ARTIGO_SpaceTimeBorder.pdf Restricted Access | 2,33 MB | Adobe PDF | Visualizar/Abrir |
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