Matches in SemOpenAlex for { <https://semopenalex.org/work/W2007010657> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2007010657 abstract "Standard logistic regression assumes that the outcome is measured perfectly. In practice, this is often not the case, which could lead to biased estimates if not accounted for. This study presents Bayesian logistic regression with adjustment for misclassification of the outcome applied to data with spatial correlation. The models assessed include a fixed effects model, an independent random effects model, and models with spatially correlated random effects modelled using conditional autoregressive prior distributions (ICAR and ICAR(ρ)). Performance of these models was evaluated in a simulation study. Parameters were estimated by Markov Chain Monte Carlo methods, using slice sampling to improve convergence. The results demonstrated that adjustment for misclassification must be included to produce unbiased regression estimates. With strong correlation the ICAR model performed best. With weak or moderate correlation the ICAR(ρ) performed best. With unknown spatial correlation the recommended model would be the ICAR(ρ), assuming convergence can be obtained." @default.
- W2007010657 created "2016-06-24" @default.
- W2007010657 creator A5029916527 @default.
- W2007010657 creator A5061023880 @default.
- W2007010657 creator A5061467250 @default.
- W2007010657 creator A5083765384 @default.
- W2007010657 date "2014-06-01" @default.
- W2007010657 modified "2023-09-23" @default.
- W2007010657 title "Spatial correlation in Bayesian logistic regression with misclassification" @default.
- W2007010657 cites W1517555081 @default.
- W2007010657 cites W1536497620 @default.
- W2007010657 cites W1549853756 @default.
- W2007010657 cites W1639814325 @default.
- W2007010657 cites W1900651926 @default.
- W2007010657 cites W1968135030 @default.
- W2007010657 cites W1981777202 @default.
- W2007010657 cites W1997318672 @default.
- W2007010657 cites W2004014822 @default.
- W2007010657 cites W2014651914 @default.
- W2007010657 cites W2015725890 @default.
- W2007010657 cites W2050432467 @default.
- W2007010657 cites W2057765075 @default.
- W2007010657 cites W2058255506 @default.
- W2007010657 cites W2073599017 @default.
- W2007010657 cites W2087341818 @default.
- W2007010657 cites W2104232463 @default.
- W2007010657 cites W2109238952 @default.
- W2007010657 cites W2142724075 @default.
- W2007010657 cites W2169706872 @default.
- W2007010657 cites W2271596670 @default.
- W2007010657 cites W2326628520 @default.
- W2007010657 cites W2582743722 @default.
- W2007010657 cites W2121489849 @default.
- W2007010657 doi "https://doi.org/10.1016/j.sste.2014.02.002" @default.
- W2007010657 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/24889989" @default.
- W2007010657 hasPublicationYear "2014" @default.
- W2007010657 type Work @default.
- W2007010657 sameAs 2007010657 @default.
- W2007010657 citedByCount "7" @default.
- W2007010657 countsByYear W20070106572015 @default.
- W2007010657 countsByYear W20070106572016 @default.
- W2007010657 countsByYear W20070106572018 @default.
- W2007010657 countsByYear W20070106572021 @default.
- W2007010657 crossrefType "journal-article" @default.
- W2007010657 hasAuthorship W2007010657A5029916527 @default.
- W2007010657 hasAuthorship W2007010657A5061023880 @default.
- W2007010657 hasAuthorship W2007010657A5061467250 @default.
- W2007010657 hasAuthorship W2007010657A5083765384 @default.
- W2007010657 hasConcept C105795698 @default.
- W2007010657 hasConcept C107673813 @default.
- W2007010657 hasConcept C111350023 @default.
- W2007010657 hasConcept C117220453 @default.
- W2007010657 hasConcept C126322002 @default.
- W2007010657 hasConcept C149782125 @default.
- W2007010657 hasConcept C151956035 @default.
- W2007010657 hasConcept C159877910 @default.
- W2007010657 hasConcept C168743327 @default.
- W2007010657 hasConcept C2524010 @default.
- W2007010657 hasConcept C33923547 @default.
- W2007010657 hasConcept C71924100 @default.
- W2007010657 hasConcept C95190672 @default.
- W2007010657 hasConceptScore W2007010657C105795698 @default.
- W2007010657 hasConceptScore W2007010657C107673813 @default.
- W2007010657 hasConceptScore W2007010657C111350023 @default.
- W2007010657 hasConceptScore W2007010657C117220453 @default.
- W2007010657 hasConceptScore W2007010657C126322002 @default.
- W2007010657 hasConceptScore W2007010657C149782125 @default.
- W2007010657 hasConceptScore W2007010657C151956035 @default.
- W2007010657 hasConceptScore W2007010657C159877910 @default.
- W2007010657 hasConceptScore W2007010657C168743327 @default.
- W2007010657 hasConceptScore W2007010657C2524010 @default.
- W2007010657 hasConceptScore W2007010657C33923547 @default.
- W2007010657 hasConceptScore W2007010657C71924100 @default.
- W2007010657 hasConceptScore W2007010657C95190672 @default.
- W2007010657 hasLocation W20070106571 @default.
- W2007010657 hasLocation W20070106572 @default.
- W2007010657 hasOpenAccess W2007010657 @default.
- W2007010657 hasPrimaryLocation W20070106571 @default.
- W2007010657 hasRelatedWork W1528578779 @default.
- W2007010657 hasRelatedWork W1939300624 @default.
- W2007010657 hasRelatedWork W2000501557 @default.
- W2007010657 hasRelatedWork W2007163292 @default.
- W2007010657 hasRelatedWork W2072538404 @default.
- W2007010657 hasRelatedWork W2098382481 @default.
- W2007010657 hasRelatedWork W2111667555 @default.
- W2007010657 hasRelatedWork W2739886334 @default.
- W2007010657 hasRelatedWork W2983649992 @default.
- W2007010657 hasRelatedWork W4230347692 @default.
- W2007010657 isParatext "false" @default.
- W2007010657 isRetracted "false" @default.
- W2007010657 magId "2007010657" @default.
- W2007010657 workType "article" @default.