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Analysis of recurrent events with an associated informative dropout time: Application of the joint frailty model

Abstract:

This paper considers the analysis of a repeat event outcome in clinical trials of chronic diseases in the context of dependent censoring (e.g. mortality). It has particular application in the context of recurrent heart failure hospitalisations in trials of heart failure. Semi‐parametric joint frailty models (JFMs) simultaneously analyse recurrent heart failure hospitalisations and time to cardiovascular death, estimating distinct hazard ratios whilst individual‐specific latent variables induc...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1002/sim.6853

Authors


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Institution:
University of Oxford
Division:
MPLS
Department:
Statistics
Role:
Author
ORCID:
0000-0003-4840-9107
Publisher:
Wiley
Journal:
Statistics in Medicine More from this journal
Volume:
35
Issue:
13
Pages:
2195-2205
Publication date:
2016-01-10
Acceptance date:
2015-11-26
DOI:
EISSN:
1097-0258
ISSN:
0277-6715
Pmid:
26751714
Language:
English
Keywords:
Pubs id:
pubs:587580
UUID:
uuid:e6873d7c-bbde-49bc-aaeb-9e93a88ef54f
Local pid:
pubs:587580
Source identifiers:
587580
Deposit date:
2019-01-22

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