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) <doi:10.18637/jss.v067.i01>.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.5) |
| Imports: | dplyr, lme4, qgraph |
| Suggests: | knitr, rmarkdown, BiocStyle |
| Published: | 2025-03-21 |
| DOI: | 10.32614/CRAN.package.MariNET |
| Author: | Vargas-Fernández Marina [aut, cre], Martorell-Marugán Jordi [aut], Carmona-Sáez Pedro [aut] |
| Maintainer: | Vargas-Fernández Marina <marina.vargas at genyo.es> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | MariNET results |
| Reference manual: | MariNET.html , MariNET.pdf |
| Vignettes: |
MariNET - A Novel Framework for Inferring Dynamic Network Relationships from Longitudinal EHRs Using Linear Mixed Models (source, R code) |
| Package source: | MariNET_1.0.0.tar.gz |
| Windows binaries: | r-devel: MariNET_1.0.0.zip, r-release: MariNET_1.0.0.zip, r-oldrel: MariNET_1.0.0.zip |
| macOS binaries: | r-release (arm64): MariNET_1.0.0.tgz, r-oldrel (arm64): MariNET_1.0.0.tgz, r-release (x86_64): MariNET_1.0.0.tgz, r-oldrel (x86_64): MariNET_1.0.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=MariNET to link to this page.
Need a high-speed mirror for your open-source project?
Contact our mirror admin team at info@clientvps.com.
This archive is provided as a free public service to the community.
Proudly supported by infrastructure from VPSPulse , RxServers , BuyNumber , UnitVPS , OffshoreName and secure payment technology by ArionPay.