Matches in SemOpenAlex for { <https://semopenalex.org/work/W4243672892> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W4243672892 endingPage "429" @default.
- W4243672892 startingPage "407" @default.
- W4243672892 abstract "Longitudinal data arise in many biostatistical applications, both in clinical settings and at the population level. This chapter focuses on Bayesian methods for longitudinal data analysis. It examines both Gaussian and non-Gaussian response models. The chapter addresses point referenced event data and also treat the missing data in generality. A practical example is given for the complex case of a not-at-random missingness process. This is done by joint modeling longitudinal and a dropout process. The chapter gives exemplars of analyses that represent typical applications of longitudinal methods. It discusses in more detail the issue of missing observations and their impact on the analysis of longitudinal data. Missing data occur in almost every longitudinal study. Joint modeling is a statistical technique to estimate common parameters of two or more models jointly. Controlled Vocabulary Terms Bayesian network; Gaussian process; joint probability; longitudinal study" @default.
- W4243672892 created "2022-05-12" @default.
- W4243672892 date "2012-07-05" @default.
- W4243672892 modified "2023-10-01" @default.
- W4243672892 title "Longitudinal Analysis" @default.
- W4243672892 doi "https://doi.org/10.1002/9781119942412.ch15" @default.
- W4243672892 hasPublicationYear "2012" @default.
- W4243672892 type Work @default.
- W4243672892 citedByCount "0" @default.
- W4243672892 crossrefType "other" @default.
- W4243672892 hasConcept C105795698 @default.
- W4243672892 hasConcept C107673813 @default.
- W4243672892 hasConcept C119857082 @default.
- W4243672892 hasConcept C124101348 @default.
- W4243672892 hasConcept C126322002 @default.
- W4243672892 hasConcept C144024400 @default.
- W4243672892 hasConcept C149782125 @default.
- W4243672892 hasConcept C149923435 @default.
- W4243672892 hasConcept C154945302 @default.
- W4243672892 hasConcept C15744967 @default.
- W4243672892 hasConcept C168743327 @default.
- W4243672892 hasConcept C2776145597 @default.
- W4243672892 hasConcept C2780767217 @default.
- W4243672892 hasConcept C2908647359 @default.
- W4243672892 hasConcept C3020672099 @default.
- W4243672892 hasConcept C33923547 @default.
- W4243672892 hasConcept C41008148 @default.
- W4243672892 hasConcept C542102704 @default.
- W4243672892 hasConcept C71924100 @default.
- W4243672892 hasConcept C9357733 @default.
- W4243672892 hasConcept C95190672 @default.
- W4243672892 hasConceptScore W4243672892C105795698 @default.
- W4243672892 hasConceptScore W4243672892C107673813 @default.
- W4243672892 hasConceptScore W4243672892C119857082 @default.
- W4243672892 hasConceptScore W4243672892C124101348 @default.
- W4243672892 hasConceptScore W4243672892C126322002 @default.
- W4243672892 hasConceptScore W4243672892C144024400 @default.
- W4243672892 hasConceptScore W4243672892C149782125 @default.
- W4243672892 hasConceptScore W4243672892C149923435 @default.
- W4243672892 hasConceptScore W4243672892C154945302 @default.
- W4243672892 hasConceptScore W4243672892C15744967 @default.
- W4243672892 hasConceptScore W4243672892C168743327 @default.
- W4243672892 hasConceptScore W4243672892C2776145597 @default.
- W4243672892 hasConceptScore W4243672892C2780767217 @default.
- W4243672892 hasConceptScore W4243672892C2908647359 @default.
- W4243672892 hasConceptScore W4243672892C3020672099 @default.
- W4243672892 hasConceptScore W4243672892C33923547 @default.
- W4243672892 hasConceptScore W4243672892C41008148 @default.
- W4243672892 hasConceptScore W4243672892C542102704 @default.
- W4243672892 hasConceptScore W4243672892C71924100 @default.
- W4243672892 hasConceptScore W4243672892C9357733 @default.
- W4243672892 hasConceptScore W4243672892C95190672 @default.
- W4243672892 hasLocation W42436728921 @default.
- W4243672892 hasOpenAccess W4243672892 @default.
- W4243672892 hasPrimaryLocation W42436728921 @default.
- W4243672892 hasRelatedWork W171409896 @default.
- W4243672892 hasRelatedWork W1965263807 @default.
- W4243672892 hasRelatedWork W2008307084 @default.
- W4243672892 hasRelatedWork W2061124473 @default.
- W4243672892 hasRelatedWork W2140949017 @default.
- W4243672892 hasRelatedWork W2157205229 @default.
- W4243672892 hasRelatedWork W2157573125 @default.
- W4243672892 hasRelatedWork W2897080103 @default.
- W4243672892 hasRelatedWork W2935923828 @default.
- W4243672892 hasRelatedWork W3179562413 @default.
- W4243672892 isParatext "false" @default.
- W4243672892 isRetracted "false" @default.
- W4243672892 workType "other" @default.