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http://hdl.handle.net/1942/17691
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DC Field | Value | Language |
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dc.contributor.author | NJAGI, Edmund | - |
dc.contributor.author | MOLENBERGHS, Geert | - |
dc.contributor.author | Kenward, Michael G. | - |
dc.contributor.author | VERBEKE, Geert | - |
dc.contributor.author | Rizopoulos, Dimitris | - |
dc.date.accessioned | 2014-10-24T14:30:20Z | - |
dc.date.available | 2014-10-24T14:30:20Z | - |
dc.date.issued | 2014 | - |
dc.identifier.citation | BIOMETRICAL JOURNAL, 56 (6), p. 1001-1015 | - |
dc.identifier.issn | 0323-3847 | - |
dc.identifier.uri | http://hdl.handle.net/1942/17691 | - |
dc.description.abstract | We consider a conceptual correspondence between the missing data setting, and joint modeling of longitudinal and time-to-event outcomes. Based on this, we formulate an extended shared random e ects joint model. Based on this, we provide a characterization of missing at random, which is in line with that in the missing data setting. The ideas are illustrated using data from a study on liver cirrhosis, contrasting the new framework with conventional joint models. | - |
dc.description.sponsorship | We gratefully acknowledge support from IAP research Network P7/06 of the Belgian Government (Belgian Science Policy). We also thank the referees for their helpful comments. | - |
dc.language.iso | en | - |
dc.rights | © 2014 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim. | - |
dc.subject.other | censoring; coarsening; missing at random; missingness; missing not at random; pattern-mixture model; selection model; shared-parameter model. | - |
dc.title | A characterization of missingness at random in a generalized shared-parameter joint modeling framework for longitudinal and time-to-event data, and sensitivity analysis | - |
dc.type | Journal Contribution | - |
dc.identifier.epage | 1015 | - |
dc.identifier.issue | 6 | - |
dc.identifier.spage | 1001 | - |
dc.identifier.volume | 56 | - |
local.bibliographicCitation.jcat | A1 | - |
dc.description.notes | Corresponding author: e-mail: geert.molenberghs@uhasselt.be | - |
local.type.refereed | Refereed | - |
local.type.specified | Article | - |
dc.identifier.doi | 10.1002/bimj.201300028 | - |
dc.identifier.isi | 000344178400008 | - |
item.contributor | NJAGI, Edmund | - |
item.contributor | MOLENBERGHS, Geert | - |
item.contributor | Kenward, Michael G. | - |
item.contributor | VERBEKE, Geert | - |
item.contributor | Rizopoulos, Dimitris | - |
item.validation | ecoom 2015 | - |
item.fulltext | With Fulltext | - |
item.accessRights | Open Access | - |
item.fullcitation | NJAGI, Edmund; MOLENBERGHS, Geert; Kenward, Michael G.; VERBEKE, Geert & Rizopoulos, Dimitris (2014) A characterization of missingness at random in a generalized shared-parameter joint modeling framework for longitudinal and time-to-event data, and sensitivity analysis. In: BIOMETRICAL JOURNAL, 56 (6), p. 1001-1015. | - |
crisitem.journal.issn | 0323-3847 | - |
crisitem.journal.eissn | 1521-4036 | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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gspmJtM022.pdf | Peer-reviewed author version | 529.11 kB | Adobe PDF | View/Open |
bimj1517.pdf Restricted Access | Published version | 213.05 kB | Adobe PDF | View/Open Request a copy |
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