Analysis of multivariate longitudinal immuno-epidemiological data using a pairwise joint modelling approach.

Lawrence LubyayiPatrice A MawaStephen CoseAlison M ElliottJonathan LevinEmily L Webb

Published in: BMC immunology (2021)

The pairwise joint modelling approach reduces the complexity of analysis of high-dimensional multivariate repeated measures, allows for proper accounting for association structures and can improve our understanding and interpretation of longitudinal immuno-epidemiological data.

Keyphrases

data analysis
electronic health record
big data
cross sectional
high resolution
machine learning
artificial intelligence
deep learning