Simultaneous Penalized Linear Mixed Effects Models

Contains functions that fit linear mixed-effects models for high-dimensional data (p>>n) with penalty for both the fixed effects and random effects for variable selection. The details of the algorithm can be found in Luoying Yang PhD thesis (Yang and Wu 2020). The algorithm implementation is based on the R package 'lmmlasso'. Reference: Yang L, Wu TT (2020). Model-Based Clustering of Longitudinal Data in High-Dimensionality. Unpublished thesis.


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install.packages("splmm")

1.1.2 by Luoying Yang, 5 months ago


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


Authors: Luoying Yang , Tong Tong Wu


Documentation:   PDF Manual  


GPL-3 license


Imports Rcpp, emulator, miscTools, penalized, ggplot2, gridExtra, plot3D, MASS

Linking to Rcpp, RcppArmadillo


See at CRAN