SMNlmec: Scale Mixture of Normal Distribution in Linear Mixed-EffectsModel
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 |
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