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Regression analysis of sparse asynchronous longitudinal data

We consider estimation of regression models for sparse asynchronous longitudinal observations, where time-dependent responses and covariates are observed intermittently within subjects. Unlike with synchronous data, where the response and covariates are observed at the same time point, with asynchro...

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Bibliographic Details
Published in:J R Stat Soc Series B Stat Methodol
Main Authors: Cao, Hongyuan, Zeng, Donglin, Fine, Jason P.
Format: Artigo
Language:Inglês
Published: 2014
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4643299/
https://ncbi.nlm.nih.gov/pubmed/26568699
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12086
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