FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2729102014> ?p ?o ?g. }

• W2729102014 abstract "In longitudinal studies, subjects may be lost to follow-up, or miss some of the planned visits, leading to incomplete response sequences. When the probability of non-response, conditional on the available covariates and the observed responses, still depends on unobserved outcomes, the dropout mechanism is said to be non ignorable. A common objective is to build a reliable association structure to account for dependence between the longitudinal and the dropout processes. Starting from the existing literature, we introduce a random coefficient based dropout model where the association between outcomes is modeled through discrete latent effects. These effects are outcome-specific and account for heterogeneity in the univariate profiles. Dependence between profiles is introduced by using a bi-dimensional representation for the corresponding distribution. In this way, we define a flexible latent class structure which allows to efficiently describe both dependence within the two margins of interest and dependence between them. By using this representation we show that, unlike standard (unidimensional) finite mixture models, the non ignorable dropout model properly nests its ignorable counterpart. We detail the proposed modeling approach by analyzing data from a longitudinal study on the dynamics of cognitive functioning in the elderly. Further, the effects of assumptions about non ignorability of the dropout process on model parameter estimates are (locally) investigated using the index of (local) sensitivity to non-ignorability." @default.
• W2729102014 created "2017-07-14" @default.
• W2729102014 creator A5044999410 @default.
• W2729102014 creator A5075195964 @default.
• W2729102014 creator A5080632239 @default.
• W2729102014 date "2017-07-07" @default.
• W2729102014 modified "2023-10-17" @default.
• W2729102014 title "A bi-dimensional finite mixture model for longitudinal data subject to dropout" @default.
• W2729102014 cites W106079701 @default.
• W2729102014 cites W1847168837 @default.
• W2729102014 cites W1871253248 @default.
• W2729102014 cites W1967740493 @default.
• W2729102014 cites W1969121400 @default.
• W2729102014 cites W1978396264 @default.
• W2729102014 cites W1984237363 @default.
• W2729102014 cites W1990139173 @default.
• W2729102014 cites W1992228584 @default.
• W2729102014 cites W2001496329 @default.
• W2729102014 cites W2001753432 @default.
• W2729102014 cites W2023924341 @default.
• W2729102014 cites W2026598211 @default.
• W2729102014 cites W2029615513 @default.
• W2729102014 cites W2037836788 @default.
• W2729102014 cites W2044758663 @default.
• W2729102014 cites W2050762021 @default.
• W2729102014 cites W2058815839 @default.
• W2729102014 cites W2067800795 @default.
• W2729102014 cites W2077599320 @default.
• W2729102014 cites W2084117678 @default.
• W2729102014 cites W2094449554 @default.
• W2729102014 cites W2100358124 @default.
• W2729102014 cites W2108818539 @default.
• W2729102014 cites W2168175751 @default.
• W2729102014 cites W2310860420 @default.
• W2729102014 cites W2317803419 @default.
• W2729102014 cites W2517792553 @default.
• W2729102014 cites W3100196413 @default.
• W2729102014 hasPublicationYear "2017" @default.
• W2729102014 type Work @default.
• W2729102014 sameAs 2729102014 @default.
• W2729102014 citedByCount "1" @default.
• W2729102014 countsByYear W27291020142018 @default.
• W2729102014 crossrefType "posted-content" @default.
• W2729102014 hasAuthorship W2729102014A5044999410 @default.
• W2729102014 hasAuthorship W2729102014A5075195964 @default.
• W2729102014 hasAuthorship W2729102014A5080632239 @default.
• W2729102014 hasConcept C105795698 @default.
• W2729102014 hasConcept C119043178 @default.
• W2729102014 hasConcept C119857082 @default.
• W2729102014 hasConcept C126322002 @default.
• W2729102014 hasConcept C144237770 @default.
• W2729102014 hasConcept C148220186 @default.
• W2729102014 hasConcept C149782125 @default.
• W2729102014 hasConcept C154945302 @default.
• W2729102014 hasConcept C161584116 @default.
• W2729102014 hasConcept C168743327 @default.
• W2729102014 hasConcept C17744445 @default.
• W2729102014 hasConcept C199163554 @default.
• W2729102014 hasConcept C199539241 @default.
• W2729102014 hasConcept C2776145597 @default.
• W2729102014 hasConcept C2776359362 @default.
• W2729102014 hasConcept C2777212361 @default.
• W2729102014 hasConcept C33923547 @default.
• W2729102014 hasConcept C41008148 @default.
• W2729102014 hasConcept C43555835 @default.
• W2729102014 hasConcept C71924100 @default.
• W2729102014 hasConcept C94625758 @default.
• W2729102014 hasConcept C95190672 @default.
• W2729102014 hasConceptScore W2729102014C105795698 @default.
• W2729102014 hasConceptScore W2729102014C119043178 @default.
• W2729102014 hasConceptScore W2729102014C119857082 @default.
• W2729102014 hasConceptScore W2729102014C126322002 @default.
• W2729102014 hasConceptScore W2729102014C144237770 @default.
• W2729102014 hasConceptScore W2729102014C148220186 @default.
• W2729102014 hasConceptScore W2729102014C149782125 @default.
• W2729102014 hasConceptScore W2729102014C154945302 @default.
• W2729102014 hasConceptScore W2729102014C161584116 @default.
• W2729102014 hasConceptScore W2729102014C168743327 @default.
• W2729102014 hasConceptScore W2729102014C17744445 @default.
• W2729102014 hasConceptScore W2729102014C199163554 @default.
• W2729102014 hasConceptScore W2729102014C199539241 @default.
• W2729102014 hasConceptScore W2729102014C2776145597 @default.
• W2729102014 hasConceptScore W2729102014C2776359362 @default.
• W2729102014 hasConceptScore W2729102014C2777212361 @default.
• W2729102014 hasConceptScore W2729102014C33923547 @default.
• W2729102014 hasConceptScore W2729102014C41008148 @default.
• W2729102014 hasConceptScore W2729102014C43555835 @default.
• W2729102014 hasConceptScore W2729102014C71924100 @default.
• W2729102014 hasConceptScore W2729102014C94625758 @default.
• W2729102014 hasConceptScore W2729102014C95190672 @default.
• W2729102014 hasLocation W27291020141 @default.
• W2729102014 hasOpenAccess W2729102014 @default.
• W2729102014 hasPrimaryLocation W27291020141 @default.
• W2729102014 hasRelatedWork W137919324 @default.
• W2729102014 hasRelatedWork W1952223965 @default.
• W2729102014 hasRelatedWork W1967740493 @default.
• W2729102014 hasRelatedWork W1989071548 @default.
• W2729102014 hasRelatedWork W1993137559 @default.
• W2729102014 hasRelatedWork W2039782320 @default.
• W2729102014 hasRelatedWork W2067800795 @default.

• next