A comparison of methods for estimating the temporal change in a continuous variable: Example of HbA1c in patients with diabetes

PURPOSE: To compare the more complex technique, functional principal component analysis (FPCA), to simpler methods of estimating values of sparse and irregularly spaced continuous variables at given time points in longitudinal data using a diabetic patient cohort from UK primary care. METHODS: The s...

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Detalhes bibliográficos
Publicado no:Pharmacoepidemiol Drug Saf
Main Authors: Sheppard, Therese, Tamblyn, Robyn, Abrahamowicz, Michal, Lunt, Mark, Sperrin, Matthew, Dixon, William G.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2017
Assuntos:
Original Reports
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5724699/
https://ncbi.nlm.nih.gov/pubmed/28812323
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/pds.4273
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