Matches in SemOpenAlex for { <https://semopenalex.org/work/W2515545921> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2515545921 endingPage "1144" @default.
- W2515545921 startingPage "1118" @default.
- W2515545921 abstract "This paper concerns with multivariate conditional autoregressive models defined by linear combination of independent or correlated underlying spatial processes. Known as linear models of coregionalization, the method offers a systematic and unified approach for formulating multivariate extensions to a broad range of univariate conditional autoregressive models. The resulting multivariate spatial models represent classes of coregionalized multivariate conditional autoregressive models that enable flexible modelling of multivariate spatial interactions, yielding coregionalization models with symmetric or asymmetric cross-covariances of different spatial variation and smoothness. In the context of multivariate disease mapping, for example, they facilitate borrowing strength both over space and cross variables, allowing for more flexible multivariate spatial smoothing. Specifically, we present a broadened coregionalization framework to include order-dependent, order-free, and order-robust multivariate models; a new class of order-free coregionalized multivariate conditional autoregressives is introduced. We tackle computational challenges and present solutions that are integral for Bayesian analysis of these models. We also discuss two ways of computing deviance information criterion for comparison among competing hierarchical models with or without unidentifiable prior parameters. The models and related methodology are developed in the broad context of modelling multivariate data on spatial lattice and illustrated in the context of multivariate disease mapping. The coregionalization framework and related methods also present a general approach for building spatially structured cross-covariance functions for multivariate geostatistics." @default.
- W2515545921 created "2016-09-16" @default.
- W2515545921 creator A5043298315 @default.
- W2515545921 date "2016-08-01" @default.
- W2515545921 modified "2023-09-27" @default.
- W2515545921 title "Linear models of coregionalization for multivariate lattice data: Order-dependent and order-free cMCARs" @default.
- W2515545921 cites W1799689209 @default.
- W2515545921 cites W1981777202 @default.
- W2515545921 cites W2004014822 @default.
- W2515545921 cites W2016346937 @default.
- W2515545921 cites W2030361968 @default.
- W2515545921 cites W2047363455 @default.
- W2515545921 cites W2054584201 @default.
- W2515545921 cites W2057765075 @default.
- W2515545921 cites W2082509948 @default.
- W2515545921 cites W2098775098 @default.
- W2515545921 cites W2114100577 @default.
- W2515545921 cites W2125321411 @default.
- W2515545921 cites W2143838957 @default.
- W2515545921 cites W2152697138 @default.
- W2515545921 cites W2157571709 @default.
- W2515545921 cites W2161132263 @default.
- W2515545921 cites W2162193517 @default.
- W2515545921 cites W2162648171 @default.
- W2515545921 cites W2170712385 @default.
- W2515545921 cites W4206103160 @default.
- W2515545921 cites W4229875153 @default.
- W2515545921 doi "https://doi.org/10.1177/0962280216660419" @default.
- W2515545921 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27566769" @default.
- W2515545921 hasPublicationYear "2016" @default.
- W2515545921 type Work @default.
- W2515545921 sameAs 2515545921 @default.
- W2515545921 citedByCount "14" @default.
- W2515545921 countsByYear W25155459212018 @default.
- W2515545921 countsByYear W25155459212019 @default.
- W2515545921 countsByYear W25155459212020 @default.
- W2515545921 countsByYear W25155459212022 @default.
- W2515545921 countsByYear W25155459212023 @default.
- W2515545921 crossrefType "journal-article" @default.
- W2515545921 hasAuthorship W2515545921A5043298315 @default.
- W2515545921 hasConcept C105795698 @default.
- W2515545921 hasConcept C119857082 @default.
- W2515545921 hasConcept C149782125 @default.
- W2515545921 hasConcept C151730666 @default.
- W2515545921 hasConcept C153720581 @default.
- W2515545921 hasConcept C159877910 @default.
- W2515545921 hasConcept C161584116 @default.
- W2515545921 hasConcept C163175372 @default.
- W2515545921 hasConcept C178650346 @default.
- W2515545921 hasConcept C199163554 @default.
- W2515545921 hasConcept C2779343474 @default.
- W2515545921 hasConcept C33923547 @default.
- W2515545921 hasConcept C38180746 @default.
- W2515545921 hasConcept C41008148 @default.
- W2515545921 hasConcept C86803240 @default.
- W2515545921 hasConceptScore W2515545921C105795698 @default.
- W2515545921 hasConceptScore W2515545921C119857082 @default.
- W2515545921 hasConceptScore W2515545921C149782125 @default.
- W2515545921 hasConceptScore W2515545921C151730666 @default.
- W2515545921 hasConceptScore W2515545921C153720581 @default.
- W2515545921 hasConceptScore W2515545921C159877910 @default.
- W2515545921 hasConceptScore W2515545921C161584116 @default.
- W2515545921 hasConceptScore W2515545921C163175372 @default.
- W2515545921 hasConceptScore W2515545921C178650346 @default.
- W2515545921 hasConceptScore W2515545921C199163554 @default.
- W2515545921 hasConceptScore W2515545921C2779343474 @default.
- W2515545921 hasConceptScore W2515545921C33923547 @default.
- W2515545921 hasConceptScore W2515545921C38180746 @default.
- W2515545921 hasConceptScore W2515545921C41008148 @default.
- W2515545921 hasConceptScore W2515545921C86803240 @default.
- W2515545921 hasIssue "4" @default.
- W2515545921 hasLocation W25155459211 @default.
- W2515545921 hasLocation W25155459212 @default.
- W2515545921 hasOpenAccess W2515545921 @default.
- W2515545921 hasPrimaryLocation W25155459211 @default.
- W2515545921 hasRelatedWork W2053542176 @default.
- W2515545921 hasRelatedWork W2099921618 @default.
- W2515545921 hasRelatedWork W2114467513 @default.
- W2515545921 hasRelatedWork W2119420496 @default.
- W2515545921 hasRelatedWork W2238963072 @default.
- W2515545921 hasRelatedWork W2622157825 @default.
- W2515545921 hasRelatedWork W4220961233 @default.
- W2515545921 hasRelatedWork W4247833859 @default.
- W2515545921 hasRelatedWork W4255876030 @default.
- W2515545921 hasRelatedWork W4255920913 @default.
- W2515545921 hasVolume "25" @default.
- W2515545921 isParatext "false" @default.
- W2515545921 isRetracted "false" @default.
- W2515545921 magId "2515545921" @default.
- W2515545921 workType "article" @default.