Build Network Based on Linear Mixed Models from EHRs

Analyzing longitudinal clinical data from Electronic Health Records (EHRs) using linear mixed models (LMM) and visualizing the results as networks. It includes functions for fitting LMM, normalizing adjacency matrices, and comparing networks. The package is designed for researchers in clinical and biomedical fields who need to model longitudinal data and explore relationships between variables For more details see Bates et al. (2015) .


Reference manual

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install.packages("MariNET")

1.0.0 by Vargas-Fernández Marina, 2 years ago


Browse source code at https://github.com/cran/MariNET


Authors: Vargas-Fernández Marina [aut, cre] , Martorell-Marugán Jordi [aut] , Carmona-Sáez Pedro [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports dplyr, lme4, qgraph

Suggests knitr, rmarkdown, BiocStyle


See at CRAN