Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205553451> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4205553451 abstract "Quantitative assessments of the recent state of an epidemic and short-term projections into the near future are key public health tools that have substantial policy impacts, helping to determine if existing control measures are sufficient or need to be strengthened. Key to these quantitative assessments is the ability to rapidly and robustly measure the speed with which the epidemic is growing or decaying. Frequently, epidemiological trends are addressed in terms of the (time-varying) reproductive number R . Here, we take a more parsimonious approach and calculate the exponential growth rate, r , using a Bayesian hierarchical model to fit a Gaussian process to the epidemiological data. We show how the method can be employed when only case data from positive tests are available, and the improvement gained by including the total number of tests as a measure of heterogeneous testing effort. Although the methods are generic, we apply them to SARS-CoV-2 cases and testing in England, making use of the available high-resolution spatio-temporal data to determine long-term patterns of national growth, highlight regional growth and spatial heterogeneity." @default.
- W4205553451 created "2022-01-25" @default.
- W4205553451 creator A5001578642 @default.
- W4205553451 creator A5015791484 @default.
- W4205553451 creator A5069636478 @default.
- W4205553451 creator A5072414039 @default.
- W4205553451 creator A5086651355 @default.
- W4205553451 date "2022-01-05" @default.
- W4205553451 modified "2023-09-25" @default.
- W4205553451 title "Bayesian Estimation of real-time Epidemic Growth Rates using Gaussian Processes: local dynamics of SARS-CoV-2 in England" @default.
- W4205553451 cites W1747046542 @default.
- W4205553451 cites W1837874438 @default.
- W4205553451 cites W2097446414 @default.
- W4205553451 cites W2117002055 @default.
- W4205553451 cites W2144898279 @default.
- W4205553451 cites W3008294222 @default.
- W4205553451 cites W3032725243 @default.
- W4205553451 cites W3032971139 @default.
- W4205553451 cites W3102097060 @default.
- W4205553451 cites W3111883190 @default.
- W4205553451 cites W3134208712 @default.
- W4205553451 cites W3164020792 @default.
- W4205553451 cites W3170913763 @default.
- W4205553451 cites W3183741867 @default.
- W4205553451 cites W3202627776 @default.
- W4205553451 cites W3207020216 @default.
- W4205553451 cites W4226144738 @default.
- W4205553451 cites W4233751321 @default.
- W4205553451 doi "https://doi.org/10.1101/2022.01.01.21268131" @default.
- W4205553451 hasPublicationYear "2022" @default.
- W4205553451 type Work @default.
- W4205553451 citedByCount "1" @default.
- W4205553451 countsByYear W42055534512023 @default.
- W4205553451 crossrefType "posted-content" @default.
- W4205553451 hasAuthorship W4205553451A5001578642 @default.
- W4205553451 hasAuthorship W4205553451A5015791484 @default.
- W4205553451 hasAuthorship W4205553451A5069636478 @default.
- W4205553451 hasAuthorship W4205553451A5072414039 @default.
- W4205553451 hasAuthorship W4205553451A5086651355 @default.
- W4205553451 hasBestOaLocation W42055534511 @default.
- W4205553451 hasConcept C105795698 @default.
- W4205553451 hasConcept C107673813 @default.
- W4205553451 hasConcept C124101348 @default.
- W4205553451 hasConcept C142724271 @default.
- W4205553451 hasConcept C149782125 @default.
- W4205553451 hasConcept C154945302 @default.
- W4205553451 hasConcept C205649164 @default.
- W4205553451 hasConcept C2779134260 @default.
- W4205553451 hasConcept C2780009758 @default.
- W4205553451 hasConcept C3008058167 @default.
- W4205553451 hasConcept C33923547 @default.
- W4205553451 hasConcept C41008148 @default.
- W4205553451 hasConcept C524204448 @default.
- W4205553451 hasConcept C71924100 @default.
- W4205553451 hasConceptScore W4205553451C105795698 @default.
- W4205553451 hasConceptScore W4205553451C107673813 @default.
- W4205553451 hasConceptScore W4205553451C124101348 @default.
- W4205553451 hasConceptScore W4205553451C142724271 @default.
- W4205553451 hasConceptScore W4205553451C149782125 @default.
- W4205553451 hasConceptScore W4205553451C154945302 @default.
- W4205553451 hasConceptScore W4205553451C205649164 @default.
- W4205553451 hasConceptScore W4205553451C2779134260 @default.
- W4205553451 hasConceptScore W4205553451C2780009758 @default.
- W4205553451 hasConceptScore W4205553451C3008058167 @default.
- W4205553451 hasConceptScore W4205553451C33923547 @default.
- W4205553451 hasConceptScore W4205553451C41008148 @default.
- W4205553451 hasConceptScore W4205553451C524204448 @default.
- W4205553451 hasConceptScore W4205553451C71924100 @default.
- W4205553451 hasLocation W42055534511 @default.
- W4205553451 hasOpenAccess W4205553451 @default.
- W4205553451 hasPrimaryLocation W42055534511 @default.
- W4205553451 hasRelatedWork W1992163107 @default.
- W4205553451 hasRelatedWork W2093582611 @default.
- W4205553451 hasRelatedWork W2144476245 @default.
- W4205553451 hasRelatedWork W2748952813 @default.
- W4205553451 hasRelatedWork W2899084033 @default.
- W4205553451 hasRelatedWork W3024922130 @default.
- W4205553451 hasRelatedWork W3122160357 @default.
- W4205553451 hasRelatedWork W3123585533 @default.
- W4205553451 hasRelatedWork W3165330789 @default.
- W4205553451 hasRelatedWork W4285555969 @default.
- W4205553451 isParatext "false" @default.
- W4205553451 isRetracted "false" @default.
- W4205553451 workType "article" @default.