Fractional Brownian motion and multivariate‐t models for longitudinal biomedical data, with application to CD4 counts in HIV‐positive patients

Longitudinal data are widely analysed using linear mixed models, with ‘random slopes’ models particularly common. However, when modelling, for example, longitudinal pre‐treatment CD4 cell counts in HIV‐positive patients, the incorporation of non‐stationary stochastic processes such as Brownian motio...

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Bibliografiske detaljer
Udgivet i:Stat Med
Main Authors: Stirrup, Oliver T., Babiker, Abdel G., Carpenter, James R., Copas, Andrew J.
Format: Artigo
Sprog:Inglês
Udgivet: John Wiley and Sons Inc. 2015
Fag:
Research Articles
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4982109/
https://ncbi.nlm.nih.gov/pubmed/26555755
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6788
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