Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384261905> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4384261905 abstract "COVID-19 has led to excess deaths around the world, however it remains unclear how the mortality of other causes of death has changed during the pandemic. Aiming at understanding the wider impact of COVID-19 on other death causes, we study Italian data set that consists of monthly mortality counts of different causes from January 2015 to December 2020. Due to the high dimensional nature of the data, we develop a model which combines conventional Poisson regression with tensor train decomposition to explore the lower dimensional residual structure of the data. We take a Bayesian approach, impose priors on model parameters. Posterior inference is performed using an efficient Metropolis-Hastings within Gibbs algorithm. The validity of our approach is tested in simulation studies. Our method not only identifies differential effects of interventions on cause specific mortality rates through the Poisson regression component, but also offers informative interpretations of the relationship between COVID-19 and other causes of death as well as latent classes that underline demographic characteristics, temporal patterns and causes of death respectively." @default.
- W4384261905 created "2023-07-14" @default.
- W4384261905 creator A5030873840 @default.
- W4384261905 creator A5068403840 @default.
- W4384261905 creator A5092467256 @default.
- W4384261905 date "2023-07-11" @default.
- W4384261905 modified "2023-09-25" @default.
- W4384261905 title "Bayesian Poisson Regression and Tensor Train Decomposition Model for Learning Mortality Pattern Changes during COVID-19 Pandemic" @default.
- W4384261905 doi "https://doi.org/10.48550/arxiv.2307.05649" @default.
- W4384261905 hasPublicationYear "2023" @default.
- W4384261905 type Work @default.
- W4384261905 citedByCount "0" @default.
- W4384261905 crossrefType "posted-content" @default.
- W4384261905 hasAuthorship W4384261905A5030873840 @default.
- W4384261905 hasAuthorship W4384261905A5068403840 @default.
- W4384261905 hasAuthorship W4384261905A5092467256 @default.
- W4384261905 hasBestOaLocation W43842619051 @default.
- W4384261905 hasConcept C100906024 @default.
- W4384261905 hasConcept C105795698 @default.
- W4384261905 hasConcept C107673813 @default.
- W4384261905 hasConcept C142724271 @default.
- W4384261905 hasConcept C144024400 @default.
- W4384261905 hasConcept C149782125 @default.
- W4384261905 hasConcept C149923435 @default.
- W4384261905 hasConcept C154945302 @default.
- W4384261905 hasConcept C158424031 @default.
- W4384261905 hasConcept C160234255 @default.
- W4384261905 hasConcept C2776214188 @default.
- W4384261905 hasConcept C2779134260 @default.
- W4384261905 hasConcept C2908647359 @default.
- W4384261905 hasConcept C3008058167 @default.
- W4384261905 hasConcept C33923547 @default.
- W4384261905 hasConcept C41008148 @default.
- W4384261905 hasConcept C524204448 @default.
- W4384261905 hasConcept C71924100 @default.
- W4384261905 hasConcept C73269764 @default.
- W4384261905 hasConcept C83546350 @default.
- W4384261905 hasConcept C89623803 @default.
- W4384261905 hasConceptScore W4384261905C100906024 @default.
- W4384261905 hasConceptScore W4384261905C105795698 @default.
- W4384261905 hasConceptScore W4384261905C107673813 @default.
- W4384261905 hasConceptScore W4384261905C142724271 @default.
- W4384261905 hasConceptScore W4384261905C144024400 @default.
- W4384261905 hasConceptScore W4384261905C149782125 @default.
- W4384261905 hasConceptScore W4384261905C149923435 @default.
- W4384261905 hasConceptScore W4384261905C154945302 @default.
- W4384261905 hasConceptScore W4384261905C158424031 @default.
- W4384261905 hasConceptScore W4384261905C160234255 @default.
- W4384261905 hasConceptScore W4384261905C2776214188 @default.
- W4384261905 hasConceptScore W4384261905C2779134260 @default.
- W4384261905 hasConceptScore W4384261905C2908647359 @default.
- W4384261905 hasConceptScore W4384261905C3008058167 @default.
- W4384261905 hasConceptScore W4384261905C33923547 @default.
- W4384261905 hasConceptScore W4384261905C41008148 @default.
- W4384261905 hasConceptScore W4384261905C524204448 @default.
- W4384261905 hasConceptScore W4384261905C71924100 @default.
- W4384261905 hasConceptScore W4384261905C73269764 @default.
- W4384261905 hasConceptScore W4384261905C83546350 @default.
- W4384261905 hasConceptScore W4384261905C89623803 @default.
- W4384261905 hasLocation W43842619051 @default.
- W4384261905 hasOpenAccess W4384261905 @default.
- W4384261905 hasPrimaryLocation W43842619051 @default.
- W4384261905 hasRelatedWork W2007029555 @default.
- W4384261905 hasRelatedWork W2055718413 @default.
- W4384261905 hasRelatedWork W2057536591 @default.
- W4384261905 hasRelatedWork W2076873241 @default.
- W4384261905 hasRelatedWork W2138147010 @default.
- W4384261905 hasRelatedWork W2151635921 @default.
- W4384261905 hasRelatedWork W2186253268 @default.
- W4384261905 hasRelatedWork W2517092791 @default.
- W4384261905 hasRelatedWork W3041987031 @default.
- W4384261905 hasRelatedWork W632741021 @default.
- W4384261905 isParatext "false" @default.
- W4384261905 isRetracted "false" @default.
- W4384261905 workType "article" @default.