FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893308043> ?p ?o ?g. }

• W2893308043 endingPage "416" @default.
• W2893308043 startingPage "400" @default.
• W2893308043 abstract "Summary Despite the wide application of dynamic models in infectious disease epidemiology, the particular modeling of variability in the different model components is often subjective rather than the result of a thorough model selection process. This is in part because inference for a stochastic transmission model can be difficult since the likelihood is often intractable due to partial observability. In this work, we address the question of adequate inclusion of variability by demonstrating a systematic approach for model selection and parameter inference for dynamic epidemic models. For this, we perform inference for six partially observed Markov process models, which assume the same underlying transmission dynamics, but differ with respect to the amount of variability they allow for. The inference framework for the stochastic transmission models is provided by iterated filtering methods, which are readily implemented in the R package pomp by King and others (2016, Statistical inference for partially observed Markov processes via the R package pomp. Journal of Statistical Software69, 1–43). We illustrate our approach on German rotavirus surveillance data from 2001 to 2008, discuss practical difficulties of the methods used and calculate a model based estimate for the basic reproduction number $R_0$ using these data." @default.
• W2893308043 created "2018-10-05" @default.
• W2893308043 creator A5019740290 @default.
• W2893308043 creator A5044205340 @default.
• W2893308043 creator A5068540962 @default.
• W2893308043 date "2018-09-27" @default.
• W2893308043 modified "2023-10-17" @default.
• W2893308043 title "Model selection and parameter estimation for dynamic epidemic models via iterated filtering: application to rotavirus in Germany" @default.
• W2893308043 cites W1483307070 @default.
• W2893308043 cites W1501586228 @default.
• W2893308043 cites W1836016492 @default.
• W2893308043 cites W1993442130 @default.
• W2893308043 cites W1998367480 @default.
• W2893308043 cites W2013035020 @default.
• W2893308043 cites W2030553221 @default.
• W2893308043 cites W2041037964 @default.
• W2893308043 cites W2062973231 @default.
• W2893308043 cites W2092124742 @default.
• W2893308043 cites W2093322830 @default.
• W2893308043 cites W2099802798 @default.
• W2893308043 cites W2113581283 @default.
• W2893308043 cites W2135612840 @default.
• W2893308043 cites W2140726452 @default.
• W2893308043 cites W2146252062 @default.
• W2893308043 cites W2152246075 @default.
• W2893308043 cites W2153611488 @default.
• W2893308043 cites W2159301256 @default.
• W2893308043 cites W2169635449 @default.
• W2893308043 cites W2332840156 @default.
• W2893308043 cites W2486999229 @default.
• W2893308043 cites W2584549161 @default.
• W2893308043 cites W2598370607 @default.
• W2893308043 cites W2730424406 @default.
• W2893308043 cites W2951370905 @default.
• W2893308043 cites W3100505226 @default.
• W2893308043 cites W4302331569 @default.
• W2893308043 doi "https://doi.org/10.1093/biostatistics/kxy057" @default.
• W2893308043 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7307980" @default.
• W2893308043 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30265310" @default.
• W2893308043 hasPublicationYear "2018" @default.
• W2893308043 type Work @default.
• W2893308043 sameAs 2893308043 @default.
• W2893308043 citedByCount "32" @default.
• W2893308043 countsByYear W28933080432019 @default.
• W2893308043 countsByYear W28933080432020 @default.
• W2893308043 countsByYear W28933080432021 @default.
• W2893308043 countsByYear W28933080432022 @default.
• W2893308043 countsByYear W28933080432023 @default.
• W2893308043 crossrefType "journal-article" @default.
• W2893308043 hasAuthorship W2893308043A5019740290 @default.
• W2893308043 hasAuthorship W2893308043A5044205340 @default.
• W2893308043 hasAuthorship W2893308043A5068540962 @default.
• W2893308043 hasBestOaLocation W28933080431 @default.
• W2893308043 hasConcept C105795698 @default.
• W2893308043 hasConcept C119857082 @default.
• W2893308043 hasConcept C126674687 @default.
• W2893308043 hasConcept C134261354 @default.
• W2893308043 hasConcept C134306372 @default.
• W2893308043 hasConcept C140479938 @default.
• W2893308043 hasConcept C149782125 @default.
• W2893308043 hasConcept C154945302 @default.
• W2893308043 hasConcept C163836022 @default.
• W2893308043 hasConcept C23224414 @default.
• W2893308043 hasConcept C2776214188 @default.
• W2893308043 hasConcept C28826006 @default.
• W2893308043 hasConcept C33923547 @default.
• W2893308043 hasConcept C36299963 @default.
• W2893308043 hasConcept C41008148 @default.
• W2893308043 hasConcept C81917197 @default.
• W2893308043 hasConcept C93959086 @default.
• W2893308043 hasConcept C98763669 @default.
• W2893308043 hasConceptScore W2893308043C105795698 @default.
• W2893308043 hasConceptScore W2893308043C119857082 @default.
• W2893308043 hasConceptScore W2893308043C126674687 @default.
• W2893308043 hasConceptScore W2893308043C134261354 @default.
• W2893308043 hasConceptScore W2893308043C134306372 @default.
• W2893308043 hasConceptScore W2893308043C140479938 @default.
• W2893308043 hasConceptScore W2893308043C149782125 @default.
• W2893308043 hasConceptScore W2893308043C154945302 @default.
• W2893308043 hasConceptScore W2893308043C163836022 @default.
• W2893308043 hasConceptScore W2893308043C23224414 @default.
• W2893308043 hasConceptScore W2893308043C2776214188 @default.
• W2893308043 hasConceptScore W2893308043C28826006 @default.
• W2893308043 hasConceptScore W2893308043C33923547 @default.
• W2893308043 hasConceptScore W2893308043C36299963 @default.
• W2893308043 hasConceptScore W2893308043C41008148 @default.
• W2893308043 hasConceptScore W2893308043C81917197 @default.
• W2893308043 hasConceptScore W2893308043C93959086 @default.
• W2893308043 hasConceptScore W2893308043C98763669 @default.
• W2893308043 hasFunder F4320322581 @default.
• W2893308043 hasIssue "3" @default.
• W2893308043 hasLocation W28933080431 @default.
• W2893308043 hasLocation W28933080432 @default.
• W2893308043 hasLocation W28933080433 @default.
• W2893308043 hasOpenAccess W2893308043 @default.
• W2893308043 hasPrimaryLocation W28933080431 @default.
• W2893308043 hasRelatedWork W1573657547 @default.
• W2893308043 hasRelatedWork W2048774001 @default.

• next