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 (available soon). The algorithm implementation is based on the R package 'lmmlasso'.


Reference manual

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1.1.1 by Luoying Yang, 18 days ago

Browse source code at

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