SMNlmec: 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 Zhong et al. (2025, forthcoming in Statistics in Medicine).

Version:	0.1.0
Depends:	R (≥ 4.2)
Imports:	rstan (≥ 2.26.23), StanHeaders (≥ 2.26.28), MASS (≥ 7.3-60), tmvtnorm (≥ 1.5), mvtnorm (≥ 1.2-3), mnormt (≥ 2.1.1), methods, stats, LaplacesDemon (≥ 16.1.6), TruncatedNormal (≥ 2.2.2), numDeriv (≥ 2016.8-1.1)
Published:	2024-11-26
DOI:	10.32614/CRAN.package.SMNlmec
Author:	Kelin Zhong [aut, cre], Fernanda L. Schumacher [aut], Luis M. Castro [aut], Victor H. Lachos [aut], Jalmar M.F. Carrasco [aut]
Maintainer:	Kelin Zhong <kelin.zhong at uconn.edu>
BugReports:	https://github.com/KelinZhong/SMNlmec/issues
License:	GPL-3
URL:	https://github.com/KelinZhong/SMNlmec
NeedsCompilation:	no
CRAN checks:	SMNlmec results

Documentation:

Reference manual:

SMNlmec.pdf

Downloads:

Package source:	SMNlmec_0.1.0.tar.gz
Windows binaries:	r-devel: SMNlmec_0.1.0.zip, r-release: SMNlmec_0.1.0.zip, r-oldrel: SMNlmec_0.1.0.zip
macOS binaries:	r-release (arm64): SMNlmec_0.1.0.tgz, r-oldrel (arm64): SMNlmec_0.1.0.tgz, r-release (x86_64): SMNlmec_0.1.0.tgz, r-oldrel (x86_64): SMNlmec_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=SMNlmec to link to this page.