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CRAN: Package SMNlmec

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 Kelin Zhong, Fernanda L. Schumacher, Luis M. Castro, Victor H. Lachos (2025) <doi:10.1002/sim.10295>.

Version: 1.0.0 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: 2025-01-30 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: Downloads: Linking:

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