Generalized Laplace Mixed-Effects Models

Provides functions to fit linear mixed models based on convolutions of the generalized Laplace (GL) distribution. The GL mixed-effects model includes four special cases with normal random effects and normal errors (NN), normal random effects and Laplace errors (NL), Laplace random effects and normal errors (LN), and Laplace random effects and Laplace errors (LL). The methods are described in Geraci and Farcomeni (2020, Statistical Methods in Medical Research) .


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install.packages("nlmm")

1.0.1 by Marco Geraci, 7 months ago


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


Authors: Marco Geraci [aut, cph, cre] , Alessio Farcomeni [ctb]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports utils, lqmm, HI, mvtnorm, MASS, numDeriv, statmod, stats, Matrix, Qtools, Rcpp

Depends on nlme

Linking to Rcpp, RcppArmadillo, BH


See at CRAN