Matches in SemOpenAlex for { <https://semopenalex.org/work/W2186127712> ?p ?o ?g. }
- W2186127712 endingPage "57" @default.
- W2186127712 startingPage "44" @default.
- W2186127712 abstract "Abstract Semivarying models extend varying coefficient models by allowing some regression coefficients to be constant with respect to the underlying covariate(s). In this paper we develop a semivarying joint modelling framework for estimating the time‐varying association between two intensively measured longitudinal responses: a continuous one and a binary one. To overcome the major challenge of jointly modelling these responses, namely, the lack of a natural multivariate distribution we introduce a Gaussian latent variable underlying the binary response. We then decompose the model into two components: a marginal model for the continuous response and a conditional model for the binary response given the continuous response. We develop a two‐stage estimation procedure and discuss the asymptotic normality of the resulting estimators. We assess the finite‐sample performance of our procedure using a simulation study, and we illustrate our method by analyzing binary and continuous responses from the Women's Interagency HIV Study. The Canadian Journal of Statistics 44: 44–57; 2016 © 2015 Statistical Society of Canada" @default.
- W2186127712 created "2016-06-24" @default.
- W2186127712 creator A5005421273 @default.
- W2186127712 creator A5022267725 @default.
- W2186127712 creator A5059723521 @default.
- W2186127712 date "2015-11-25" @default.
- W2186127712 modified "2023-10-16" @default.
- W2186127712 title "A semivarying joint model for longitudinal binary and continuous outcomes" @default.
- W2186127712 cites W1489199413 @default.
- W2186127712 cites W1824682467 @default.
- W2186127712 cites W1965300254 @default.
- W2186127712 cites W1969786103 @default.
- W2186127712 cites W1973991899 @default.
- W2186127712 cites W1975095592 @default.
- W2186127712 cites W1982460203 @default.
- W2186127712 cites W1999525508 @default.
- W2186127712 cites W1999975842 @default.
- W2186127712 cites W2000098294 @default.
- W2186127712 cites W2001628093 @default.
- W2186127712 cites W200988599 @default.
- W2186127712 cites W2027244596 @default.
- W2186127712 cites W2030953793 @default.
- W2186127712 cites W2032233319 @default.
- W2186127712 cites W2045084661 @default.
- W2186127712 cites W2046422884 @default.
- W2186127712 cites W2050284024 @default.
- W2186127712 cites W2055275378 @default.
- W2186127712 cites W2059429068 @default.
- W2186127712 cites W2060467039 @default.
- W2186127712 cites W2068127700 @default.
- W2186127712 cites W2082636333 @default.
- W2186127712 cites W2083610611 @default.
- W2186127712 cites W2089773781 @default.
- W2186127712 cites W2090382476 @default.
- W2186127712 cites W2094607565 @default.
- W2186127712 cites W2130926067 @default.
- W2186127712 cites W2133305600 @default.
- W2186127712 cites W2141249815 @default.
- W2186127712 cites W2145775801 @default.
- W2186127712 cites W2149469134 @default.
- W2186127712 cites W2150983145 @default.
- W2186127712 cites W2216873924 @default.
- W2186127712 cites W2460130901 @default.
- W2186127712 cites W93160763 @default.
- W2186127712 doi "https://doi.org/10.1002/cjs.11273" @default.
- W2186127712 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5033063" @default.
- W2186127712 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27667895" @default.
- W2186127712 hasPublicationYear "2015" @default.
- W2186127712 type Work @default.
- W2186127712 sameAs 2186127712 @default.
- W2186127712 citedByCount "2" @default.
- W2186127712 countsByYear W21861277122020 @default.
- W2186127712 countsByYear W21861277122023 @default.
- W2186127712 crossrefType "journal-article" @default.
- W2186127712 hasAuthorship W2186127712A5005421273 @default.
- W2186127712 hasAuthorship W2186127712A5022267725 @default.
- W2186127712 hasAuthorship W2186127712A5059723521 @default.
- W2186127712 hasBestOaLocation W21861277122 @default.
- W2186127712 hasConcept C105795698 @default.
- W2186127712 hasConcept C119043178 @default.
- W2186127712 hasConcept C149782125 @default.
- W2186127712 hasConcept C152877465 @default.
- W2186127712 hasConcept C161584116 @default.
- W2186127712 hasConcept C177384507 @default.
- W2186127712 hasConcept C185429906 @default.
- W2186127712 hasConcept C197656967 @default.
- W2186127712 hasConcept C2779190172 @default.
- W2186127712 hasConcept C28826006 @default.
- W2186127712 hasConcept C33923547 @default.
- W2186127712 hasConcept C41008148 @default.
- W2186127712 hasConcept C48372109 @default.
- W2186127712 hasConcept C51167844 @default.
- W2186127712 hasConcept C65778772 @default.
- W2186127712 hasConcept C65965080 @default.
- W2186127712 hasConcept C94375191 @default.
- W2186127712 hasConceptScore W2186127712C105795698 @default.
- W2186127712 hasConceptScore W2186127712C119043178 @default.
- W2186127712 hasConceptScore W2186127712C149782125 @default.
- W2186127712 hasConceptScore W2186127712C152877465 @default.
- W2186127712 hasConceptScore W2186127712C161584116 @default.
- W2186127712 hasConceptScore W2186127712C177384507 @default.
- W2186127712 hasConceptScore W2186127712C185429906 @default.
- W2186127712 hasConceptScore W2186127712C197656967 @default.
- W2186127712 hasConceptScore W2186127712C2779190172 @default.
- W2186127712 hasConceptScore W2186127712C28826006 @default.
- W2186127712 hasConceptScore W2186127712C33923547 @default.
- W2186127712 hasConceptScore W2186127712C41008148 @default.
- W2186127712 hasConceptScore W2186127712C48372109 @default.
- W2186127712 hasConceptScore W2186127712C51167844 @default.
- W2186127712 hasConceptScore W2186127712C65778772 @default.
- W2186127712 hasConceptScore W2186127712C65965080 @default.
- W2186127712 hasConceptScore W2186127712C94375191 @default.
- W2186127712 hasFunder F4320306076 @default.
- W2186127712 hasFunder F4320332161 @default.
- W2186127712 hasFunder F4320337347 @default.
- W2186127712 hasFunder F4320337351 @default.
- W2186127712 hasIssue "1" @default.
- W2186127712 hasLocation W21861277121 @default.