LUCIDus (1.0.0)

Latent Unknown Clustering with Integrated Data.

https://github.com/USCbiostats/LUCIDus
http://cran.r-project.org/web/packages/LUCIDus

An implementation for the 'LUCID' method to jointly estimate latent unknown clusters/subgroups with integrated data. An EM algorithm is used to obtain the latent cluster assignment and model parameter estimates. Feature selection is achieved by applying the regularization method.

Maintainer: Cheng Peng
Author(s): Cheng Peng, Zhao Yang, David V. Conti

License: GPL-2

Uses: boot, doParallel, foreach, glasso, glmnet, lbfgs, Matrix, mvtnorm, networkD3, nnet, testthat, knitr, rmarkdown

Released 3 months ago.