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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Publicat a:Stat Med
Autors principals: Stirrup, Oliver T., Babiker, Abdel G., Carpenter, James R., Copas, Andrew J.
Format: Artigo
Idioma:Inglês
Publicat: John Wiley and Sons Inc. 2015
Matèries:
Research Articles
Accés en línia: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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