Scale Mixture of Normal Distribution in Linear Mixed-Effects Model

Bayesian analysis of censored linear mixed-effects models that replace Gaussian assumptions with a flexible class of distributions, such as the scale mixture of normal family distributions, considering a damped exponential correlation structure which was employed to account for within-subject autocorrelation among irregularly observed measures. For more details, see Kelin Zhong, Fernanda L. Schumacher, Luis M. Castro, Victor H. Lachos (2025) .


Reference manual

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install.packages("SMNlmec")

1.0.2 by Kelin Zhong, 6 months ago


https://github.com/KelinZhong/SMNlmec


Report a bug at https://github.com/KelinZhong/SMNlmec/issues


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


Authors: Kelin Zhong [aut, cre] , Fernanda L. Schumacher [aut] , Luis M. Castro [aut] , Victor H. Lachos [aut] , Jalmar M.F. Carrasco [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports rstan, StanHeaders, MASS, tmvtnorm, mvtnorm, mnormt, methods, stats, LaplacesDemon, TruncatedNormal, numDeriv


See at CRAN