Package: jmdem 1.0.1
Ka Yui Karl Wu
jmdem: Fitting Joint Mean and Dispersion Effects Models
Joint mean and dispersion effects models fit the mean and dispersion parameters of a response variable by two separate linear models, the mean and dispersion submodels, simultaneously. It also allows the users to choose either the deviance or the Pearson residuals as the response variable of the dispersion submodel. Furthermore, the package provides the possibility to nest the submodels in one another, if one of the parameters has significant explanatory power on the other. Wu & Li (2016) <doi:10.1016/j.csda.2016.04.015>.
Authors:
jmdem_1.0.1.tar.gz
jmdem_1.0.1.tar.gz(r-4.5-noble)jmdem_1.0.1.tar.gz(r-4.4-noble)
jmdem_1.0.1.tgz(r-4.4-emscripten)jmdem_1.0.1.tgz(r-4.3-emscripten)
jmdem.pdf |jmdem.html✨
jmdem/json (API)
| # Install 'jmdem' in R: |
| install.packages('jmdem', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 years agofrom:5afc1049ce. Checks:OK: 1 NOTE: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 08 2024 |
| R-4.5-linux | NOTE | Dec 08 2024 |
Exports:anova.jmdemfamily.jmdemformula.jmdemgetdata.jmdem.simjmdemjmdem.controljmdem.fitjmdem.simmodel.matrix.jmdempredict.jmdemprint.summary.jmdemresiduals.jmdemscore.jmdemsimdata.jmdem.simstat.anova.jmdemsummary.jmdemsummary.jmdem.simupdate.jmdemwald.jmdem
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Analysis of Deviance for Joint Mean and Dispersion Effect Models Fits | anova.jmdem |
| Fitting Joint Mean and Dispersion Effects Models | jmdem jmdem.fit |
| Auxiliary for Controlling JMDEM Fitting | jmdem.control |
| Simulate joint mean and dispersion effects models fits | getdata.jmdem.sim jmdem.sim simdata.jmdem.sim |
| Accessing Joint Mean and Dispersion Effect Model Fits | family.jmdem formula.jmdem residuals.jmdem |
| Construct Design Matrices | model.matrix.jmdem |
| Predict Method for JMDEM Fits | predict.jmdem |
| Asymptotic tests for fits of joint mean and dispersion effects models | score.jmdem wald.jmdem |
| JMDEM Anova Statistics | stat.anova.jmdem |
| Summarising Joint Mean and Dispersion Effects Model Fits | print.summary.jmdem summary.jmdem |
| Summarising JMDEM Simulations | print.summary.jmdem.sim summary.jmdem.sim |
| Update and Re-fit a JMDEM Call | update.jmdem |