Package: SMNlmec 1.0.2

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>.

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

SMNlmec_1.0.2.tar.gz
SMNlmec_1.0.2.zip(r-4.7)SMNlmec_1.0.2.zip(r-4.6)SMNlmec_1.0.2.zip(r-4.5)
SMNlmec_1.0.2.tgz(r-4.6-any)SMNlmec_1.0.2.tgz(r-4.5-any)
SMNlmec_1.0.2.tar.gz(r-4.7-any)SMNlmec_1.0.2.tar.gz(r-4.6-any)
SMNlmec_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
SMNlmec/json (API)

# Install 'SMNlmec' in R:
install.packages('SMNlmec', repos = c('https://kelinzhong.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kelinzhong/smnlmec/issues

Datasets:
  • UTIdata - Data set for Unstructured Treatment Interruption Study
  • UTIdata_sub - Sub data set for Unstructured Treatment Interruption Study

On CRAN:

Conda:

3.18 score 483 downloads 3 exports 62 dependencies

Last updated from:771c84f046. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING193
source / vignettesOK210
linux-release-x86_64WARNING225
macos-release-arm64WARNING175
macos-oldrel-arm64WARNING164
windows-develWARNING199
windows-releaseWARNING190
windows-oldrelWARNING201
wasm-releaseOK139

Exports:SMNlmec.estSMNlmec.simSMNlmec.summary

Dependencies:abindalabamabackportsBHcallrcheckmateclicpp11descdistributionalfarvergenericsggplot2gluegmmgridExtragtableinlineisobandlabelingLaplacesDemonlatticelifecycleloomagrittrMASSMatrixmatrixStatsmnormtmvtnormnleqslvnumDerivpillarpkgbuildpkgconfigposteriorprocessxpsqrngQuickJSRR6RColorBrewerRcppRcppArmadilloRcppEigenRcppParallelrlangrstanS7sandwichscalesspacefillrStanHeaderstensorAtibbletmvtnormTruncatedNormalutf8vctrsviridisLitewithrzoo