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VBphenoR
View on CRAN: Click
here
Download and install VBphenoR package within the R console
Install from CRAN:
install.packages("VBphenoR")
Install from Github:
library("remotes")
install_github("cran/VBphenoR") Install by package version:
library("remotes")
install_version("VBphenoR", "1.1.0") Attach the package and use:
library("VBphenoR")
Maintained by
Brian Buckley
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-09-15
Latest Update: 2025-09-15
Description:
Identification of Latent Patient Phenotype from Electronic Health Records (EHR) Data using Variational Bayes Gaussian Mixture Model for Latent Class Analysis and Variational Bayes regression for Biomarker level shifts, both implemented by Coordinate Ascent Variational Inference algorithms.Variational methods are used to enable Bayesian analysis of very large Electronic Health Records data. For VB GMM details see Bishop (2006,ISBN:9780-387-31073-2). For Logistic VB see Jaakkola and Jordan (2000) <doi:10.1023/A:1008932416310>.
How to cite:
Brian Buckley (2025). VBphenoR: Variational Bayes for Latent Patient Phenotypes in EHR. R package version 1.1.0, https://cran.r-project.org/web/packages/VBphenoR. Accessed 22 Sep. 2026.
Previous versions and publish date:
(2026-07-09 08:28), 1.0.0 (2025-09-15 09:40)
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