Package: jmcm 0.2.4
Jianxin Pan
jmcm: Joint Mean-Covariance Models using 'Armadillo' and S4
Fit joint mean-covariance models for longitudinal data. The models and their components are represented using S4 classes and methods. The core computational algorithms are implemented using the 'Armadillo' C++ library for numerical linear algebra and 'RcppArmadillo' glue.
Authors:
jmcm_0.2.4.tar.gz
jmcm_0.2.4.tar.gz(r-4.5-noble)jmcm_0.2.4.tar.gz(r-4.4-noble)
jmcm_0.2.4.tgz(r-4.4-emscripten)jmcm_0.2.4.tgz(r-4.3-emscripten)
jmcm.pdf |jmcm.html✨
jmcm/json (API)
NEWS
| # Install 'jmcm' in R: |
| install.packages('jmcm', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ypan1988/jmcm/issues
Last updated 4 years agofrom:466b403c74. Checks:OK: 1 NOTE: 1. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 17 2024 |
| R-4.5-linux-x86_64 | NOTE | Oct 17 2024 |
Exports:acd_estimationbootcurvegetJMCMhpc_estimationjmcmjmcmControlldFormulamcd_estimationmeanplotmkJmcmModoptimizeJmcmregressogramshow
Dependencies:FormulaRcppRcppArmadilloroptim
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit Joint Mean-Covariance Models based on ACD | acd_estimation |
| Aids Data | aids |
| Plot Fitted Curves and Corresponding Confidence Interval using bootstrapping method | bootcurve |
| Cattle Data | cattle |
| Extract or Get Generalized Components from a Fitted Joint Mean Covariance Model | getJMCM getJMCM.jmcmMod |
| Fit Joint Mean-Covariance Models based on HPC | hpc_estimation |
| Fit Joint Mean-Covariance Models | jmcm |
| Control of Joint Mean Covariance Model Fitting | jmcmControl |
| Class "jmcmMod" of Fitted Joint Mean-Covariance Models. | jmcmMod-class |
| Fit Joint Mean-Covariance Models based on MCD | mcd_estimation |
| Plot Fitted Mean Curves | meanplot |
| Modular Functions for Joint Mean Covariance Model Fits | ldFormula mkJmcmMod modular optimizeJmcm |
| Plot Sample Regressograms and Fitted Curves | regressogram |
| Print information for jmcmMod-class | show,jmcmMod-method |