Quantile Regression for Linear Mixed-Effects Models

Quantile regression (QR) for Linear Mixed-Effects Models via the asymmetric Laplace distribution (ALD). It uses the Stochastic Approximation of the EM (SAEM) algorithm for deriving exact maximum likelihood estimates and full inference results for the fixed-effects and variance components. It also provides graphical summaries for assessing the algorithm convergence and fitting results.


Reference manual

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install.packages("qrLMM")

2.3 by Christian E. Galarza, 2 years ago


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


Authors: Christian E. Galarza <[email protected]> and Victor H. Lachos <[email protected]>


Documentation:   PDF Manual  


GPL (>= 2) license


Imports mvtnorm, lqr, quantreg, psych, tcltk, ald


See at CRAN