Matches in SemOpenAlex for { <https://semopenalex.org/work/W2145260816> ?p ?o ?g. }
- W2145260816 endingPage "1463" @default.
- W2145260816 startingPage "1450" @default.
- W2145260816 abstract "We describe a novel Bayesian approach to estimate acquisition and clearance rates for many competing subtypes of a pathogen in a susceptible–infected–susceptible model. The inference relies on repeated measurements of the current status of being a non-carrier (susceptible) or a carrier (infected) of one of the nq > 1 subtypes. We typically collect the measurements with sampling intervals that may not catch the true speed of the underlying dynamics. We tackle the problem of incompletely observed data with Bayesian data augmentation, which integrates over possible carriage histories, allowing the data to contain intermittently missing values, complete dropouts of study subjects, or inclusion of new study subjects during the follow-up. We investigate the performance of the described method through simulations by using two different mixing groups (family and daycare) and different sampling intervals. For comparison, we describe crude maximum likelihood-based estimates derived directly from the observations. We apply the estimation algorithm to data about transmission of Streptococcus pneumonia in Bangladeshi families. The computationally intensive Bayesian approach is a valid method to account for incomplete observations, and we found that it performs generally better than the simple crude method, in particular with large amount of missing data. Copyright © 2012 John Wiley & Sons, Ltd." @default.
- W2145260816 created "2016-06-24" @default.
- W2145260816 creator A5023905414 @default.
- W2145260816 creator A5055020432 @default.
- W2145260816 creator A5089851017 @default.
- W2145260816 date "2012-02-21" @default.
- W2145260816 modified "2023-09-26" @default.
- W2145260816 title "Modeling transmission of multitype infectious agents: application to carriage of Streptococcus pneumoniae" @default.
- W2145260816 cites W1792758720 @default.
- W2145260816 cites W1966116088 @default.
- W2145260816 cites W1968776642 @default.
- W2145260816 cites W1972948875 @default.
- W2145260816 cites W1975956410 @default.
- W2145260816 cites W1978577478 @default.
- W2145260816 cites W1984641982 @default.
- W2145260816 cites W2009967002 @default.
- W2145260816 cites W2019294407 @default.
- W2145260816 cites W2026376483 @default.
- W2145260816 cites W2033992962 @default.
- W2145260816 cites W2054380132 @default.
- W2145260816 cites W2065032957 @default.
- W2145260816 cites W2065570119 @default.
- W2145260816 cites W2087083322 @default.
- W2145260816 cites W2088917349 @default.
- W2145260816 cites W2101483181 @default.
- W2145260816 cites W2102694845 @default.
- W2145260816 cites W2108929426 @default.
- W2145260816 cites W2121369371 @default.
- W2145260816 cites W2126338526 @default.
- W2145260816 cites W2128232522 @default.
- W2145260816 cites W2138607660 @default.
- W2145260816 cites W2142629602 @default.
- W2145260816 cites W2148143691 @default.
- W2145260816 cites W2148983770 @default.
- W2145260816 cites W2150272490 @default.
- W2145260816 cites W2159870543 @default.
- W2145260816 cites W2160332563 @default.
- W2145260816 cites W2166597151 @default.
- W2145260816 cites W2168613507 @default.
- W2145260816 cites W4292403327 @default.
- W2145260816 doi "https://doi.org/10.1002/sim.4487" @default.
- W2145260816 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22354452" @default.
- W2145260816 hasPublicationYear "2012" @default.
- W2145260816 type Work @default.
- W2145260816 sameAs 2145260816 @default.
- W2145260816 citedByCount "12" @default.
- W2145260816 countsByYear W21452608162012 @default.
- W2145260816 countsByYear W21452608162013 @default.
- W2145260816 countsByYear W21452608162014 @default.
- W2145260816 countsByYear W21452608162015 @default.
- W2145260816 countsByYear W21452608162020 @default.
- W2145260816 countsByYear W21452608162021 @default.
- W2145260816 countsByYear W21452608162022 @default.
- W2145260816 crossrefType "journal-article" @default.
- W2145260816 hasAuthorship W2145260816A5023905414 @default.
- W2145260816 hasAuthorship W2145260816A5055020432 @default.
- W2145260816 hasAuthorship W2145260816A5089851017 @default.
- W2145260816 hasConcept C105795698 @default.
- W2145260816 hasConcept C106131492 @default.
- W2145260816 hasConcept C107673813 @default.
- W2145260816 hasConcept C126322002 @default.
- W2145260816 hasConcept C140779682 @default.
- W2145260816 hasConcept C142724271 @default.
- W2145260816 hasConcept C154945302 @default.
- W2145260816 hasConcept C160234255 @default.
- W2145260816 hasConcept C2776214188 @default.
- W2145260816 hasConcept C2777914695 @default.
- W2145260816 hasConcept C2781253189 @default.
- W2145260816 hasConcept C31972630 @default.
- W2145260816 hasConcept C32762888 @default.
- W2145260816 hasConcept C33923547 @default.
- W2145260816 hasConcept C41008148 @default.
- W2145260816 hasConcept C501593827 @default.
- W2145260816 hasConcept C71924100 @default.
- W2145260816 hasConcept C761482 @default.
- W2145260816 hasConcept C76155785 @default.
- W2145260816 hasConcept C86803240 @default.
- W2145260816 hasConcept C89423630 @default.
- W2145260816 hasConcept C9357733 @default.
- W2145260816 hasConceptScore W2145260816C105795698 @default.
- W2145260816 hasConceptScore W2145260816C106131492 @default.
- W2145260816 hasConceptScore W2145260816C107673813 @default.
- W2145260816 hasConceptScore W2145260816C126322002 @default.
- W2145260816 hasConceptScore W2145260816C140779682 @default.
- W2145260816 hasConceptScore W2145260816C142724271 @default.
- W2145260816 hasConceptScore W2145260816C154945302 @default.
- W2145260816 hasConceptScore W2145260816C160234255 @default.
- W2145260816 hasConceptScore W2145260816C2776214188 @default.
- W2145260816 hasConceptScore W2145260816C2777914695 @default.
- W2145260816 hasConceptScore W2145260816C2781253189 @default.
- W2145260816 hasConceptScore W2145260816C31972630 @default.
- W2145260816 hasConceptScore W2145260816C32762888 @default.
- W2145260816 hasConceptScore W2145260816C33923547 @default.
- W2145260816 hasConceptScore W2145260816C41008148 @default.
- W2145260816 hasConceptScore W2145260816C501593827 @default.
- W2145260816 hasConceptScore W2145260816C71924100 @default.
- W2145260816 hasConceptScore W2145260816C761482 @default.
- W2145260816 hasConceptScore W2145260816C76155785 @default.