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http://hdl.handle.net/1942/40499
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DC Field | Value | Language |
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dc.contributor.author | De Witte , Dries | - |
dc.contributor.author | ALONSO ABAD, Ariel | - |
dc.contributor.author | MOLENBERGHS, Geert | - |
dc.contributor.author | VERBEKE, Geert | - |
dc.contributor.author | SANCHEZ, Lizet | - |
dc.contributor.author | Mas-Bermejo, Pedro | - |
dc.contributor.author | NEYENS, Thomas | - |
dc.date.accessioned | 2023-06-27T12:13:43Z | - |
dc.date.available | 2023-06-27T12:13:43Z | - |
dc.date.issued | 2023 | - |
dc.date.submitted | 2023-06-23T12:31:20Z | - |
dc.identifier.citation | Spatial and spatio-temporal epidemiology (Print), 45 (Art N° 100588) | - |
dc.identifier.uri | http://hdl.handle.net/1942/40499 | - |
dc.description.abstract | To monitor the COVID-19 epidemic in Cuba, data on several epidemiological indicators have been collected on a daily basis for each municipality. Studying the spatio-temporal dynamics in these indicators, and how they behave similarly, can help us better understand how COVID-19 spread across Cuba. Therefore, spatio-temporal models can be used to analyze these indicators. Univariate spatio-temporal models have been thoroughly studied, but when interest lies in studying the association between multiple outcomes, a joint model that allows for association between the spatial and temporal patterns is necessary. The purpose of our study was to develop a multivariate spatio-temporal model to study the association between the weekly number of COVID-19 deaths and the weekly number of imported COVID-19 cases in Cuba during 2021. To allow for correlation between the spatial patterns, a multivariate conditional autoregressive prior (MCAR) was used. Correlation between the temporal patterns was taken into account by using two approaches; either a multivariate random walk prior was used or a multivariate conditional autoregressive prior (MCAR) was used. All models were fitted within a Bayesian framework. | - |
dc.language.iso | en | - |
dc.publisher | ELSEVIER SCI LTD | - |
dc.rights | 2023 Elsevier Ltd. All rights reserved Open access | - |
dc.subject.other | COVID-19 | - |
dc.subject.other | Multivariate spatio-temporal modeling | - |
dc.subject.other | Joint models | - |
dc.subject.other | Bayesian inference | - |
dc.title | A multivariate spatio-temporal model for the incidence of imported COVID-19 cases and COVID-19 deaths in Cuba | - |
dc.type | Journal Contribution | - |
dc.identifier.volume | 45 | - |
local.bibliographicCitation.jcat | A1 | - |
dc.description.notes | De Witte, D (corresponding author), Katholieke Univ Leuven, L BioStat, Kapucijnenvoer 35, B-3000 Leuven, Belgium. | - |
dc.description.notes | dries.dewitte@kuleuven.be | - |
local.publisher.place | THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, OXON, ENGLAND | - |
local.type.refereed | Refereed | - |
local.type.specified | Article | - |
local.bibliographicCitation.artnr | 100588 | - |
dc.identifier.doi | 10.1016/j.sste.2023.100588 | - |
dc.identifier.pmid | 37301587 | - |
dc.identifier.isi | 001001127200001 | - |
dc.contributor.orcid | De Witte, Dries/0000-0003-3264-6984 | - |
local.provider.type | wosris | - |
local.description.affiliation | [De Witte, Dries; Abad, Ariel Alonso; Molenberghs, Geert; Verbeke, Geert; Neyens, Thomas] Katholieke Univ Leuven, L BioStat, Kapucijnenvoer 35, B-3000 Leuven, Belgium. | - |
local.description.affiliation | [Abad, Ariel Alonso; Molenberghs, Geert; Verbeke, Geert; Neyens, Thomas] Hasselt Univ, I BioStat, B-3590 Diepenbeek, Belgium. | - |
local.description.affiliation | [Sanchez, Lizet] Ctr Mol Immunol, Cuban Natl Grp Epidemiol & Modeling COVID 19 Pande, Havana 11600, Cuba. | - |
local.description.affiliation | [Mas-Bermejo, Pedro] Inst Pedro Kouri, Cuban Natl Grp Epidemiol & Modeling COVID 19 Pande, Havana 11600, Cuba. | - |
local.uhasselt.international | yes | - |
item.fulltext | With Fulltext | - |
item.accessRights | Open Access | - |
item.fullcitation | De Witte , Dries; ALONSO ABAD, Ariel; MOLENBERGHS, Geert; VERBEKE, Geert; SANCHEZ, Lizet; Mas-Bermejo, Pedro & NEYENS, Thomas (2023) A multivariate spatio-temporal model for the incidence of imported COVID-19 cases and COVID-19 deaths in Cuba. In: Spatial and spatio-temporal epidemiology (Print), 45 (Art N° 100588). | - |
item.contributor | De Witte , Dries | - |
item.contributor | ALONSO ABAD, Ariel | - |
item.contributor | MOLENBERGHS, Geert | - |
item.contributor | VERBEKE, Geert | - |
item.contributor | SANCHEZ, Lizet | - |
item.contributor | Mas-Bermejo, Pedro | - |
item.contributor | NEYENS, Thomas | - |
crisitem.journal.issn | 1877-5845 | - |
crisitem.journal.eissn | 1877-5853 | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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A multivariate spatio-temporal model for the incidence of imported COVID-19 cases and COVID-19 deaths in Cuba.pdf | Published version | 2.2 MB | Adobe PDF | View/Open |
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