Package: SMNlmec 0.1.0
Kelin Zhong
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).
Authors:
SMNlmec_0.1.0.tar.gz
SMNlmec_0.1.0.tar.gz(r-4.5-noble)SMNlmec_0.1.0.tar.gz(r-4.4-noble)
SMNlmec_0.1.0.tgz(r-4.4-emscripten)SMNlmec_0.1.0.tgz(r-4.3-emscripten)
SMNlmec.pdf |SMNlmec.html✨
SMNlmec/json (API)
| # Install 'SMNlmec' in R: |
| install.packages('SMNlmec', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kelinzhong/smnlmec/issues
- UTIdata - Data set for Unstructured Treatment Interruption Study
- UTIdata_sub - Sub data set for Unstructured Treatment Interruption Study
Last updated 5 hours agofrom:165e971819. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 26 2024 |
| R-4.5-linux | OK | Nov 26 2024 |
Exports:SMNlmec.estSMNlmec.simSMNlmec.summarySMNlmecfit.creator
Dependencies:abindalabamabackportsBHcallrcheckmateclicolorspacedescdistributionalfansifarvergenericsggplot2gluegmmgridExtragtableinlineisobandlabelingLaplacesDemonlatticelifecycleloomagrittrMASSMatrixmatrixStatsmgcvmnormtmunsellmvtnormnleqslvnlmenumDerivpillarpkgbuildpkgconfigposteriorprocessxpsqrngQuickJSRR6RColorBrewerRcppRcppArmadilloRcppEigenRcppParallelrlangrstansandwichscalesspacefillrStanHeaderstensorAtibbletmvtnormTruncatedNormalutf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bayesian Censored Mixed-Effects Models with Damped Exponential Correlation Structures for Scale Mixture of Normal distributions error | SMNlmec.est |
| Generating Censored UNC, DEC, CAR errors with Mixed Effects, for normal, student's-t and slash distribution. | SMNlmec.sim |
| SMNlmecfit Summary | SMNlmec.summary SMNlmec.summary,SMNlmecfit-method |
| SMNlmecfit Class | SMNlmecfit-class |
| Create SMNlmecfit Objects | SMNlmecfit.creator |
| Data set for Unstructured Treatment Interruption Study | UTIdata |
| Sub data set for Unstructured Treatment Interruption Study | UTIdata_sub |
