Other packages > Find by keyword >

jmdem  

Fitting Joint Mean and Dispersion Effects Models
View on CRAN: Click here


Download and install jmdem package within the R console
Install from CRAN:
install.packages("jmdem")

Install from Github:
library("remotes")
install_github("cran/jmdem")

Install by package version:
library("remotes")
install_version("jmdem", "1.0.1")



Attach the package and use:
library("jmdem")
Maintained by
Ka Yui Karl Wu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-04-27
Latest Update: 2020-03-04
Description:
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) .
How to cite:
Ka Yui Karl Wu (2018). jmdem: Fitting Joint Mean and Dispersion Effects Models. R package version 1.0.1, https://cran.r-project.org/web/packages/jmdem. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0 (2018-04-27 10:40)
Other packages that cited jmdem R package
View jmdem citation profile
Other R packages that jmdem depends, imports, suggests or enhances
Complete documentation for jmdem
Functions, R codes and Examples using the jmdem R package
Some associated functions: anova.jmdem . jmdem.control . jmdem . jmdem.sim . jmdem.summaries . model.matrix.jmdem . predict.jmdem . score.jmdem . stat.anova.jmdem . summary.jmdem . summary.jmdem.sim . update.jmdem . 
Some associated R codes: jmdem_1.0.1.R .  Full jmdem package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA