Other packages > Find by keyword >

DIRMR  

Distributed Imputation for Random Effects Models with Missing Responses
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DIRMR", "0.5.0")



Attach the package and use:
library("DIRMR")
Maintained by
Guangbao Guo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-11-26
Latest Update: 2024-11-26
Description:
By adding over-relaxation factor to PXEM (Parameter Expanded Expectation Maximization) method, the MOPXEM (Monotonically Overrelaxed Parameter Expanded Expectation Maximization) method is obtained. Compare it with the existing EM (Expectation-Maximization)-like methods. Then, distribute and process five methods and compare them, achieving good performance in convergence speed and result quality.The philosophy of the package is described in Guo G. (2022) <doi:10.1007/s00180-022-01270-z>.
How to cite:
Guangbao Guo (2024). DIRMR: Distributed Imputation for Random Effects Models with Missing Responses. R package version 0.5.0, https://cran.r-project.org/web/packages/DIRMR. Accessed 04 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited DIRMR R package
View DIRMR citation profile
Other R packages that DIRMR depends, imports, suggests or enhances
Complete documentation for DIRMR
Functions, R codes and Examples using the DIRMR R package
Full DIRMR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PELVIS  
Probabilistic Sex Estimate using Logistic Regression, Based on VISual Traits of the Human Os Coxae
An R-Shiny application implementing a method of sexing the human os coxae based on logistic regressi ...
Download / Learn more Package Citations See dependency  
multiwayvcov  
Multi-Way Standard Error Clustering
Exports two functions implementing multi-way clustering using the method suggested by Cameron, Gelb ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
musica  
Multiscale Climate Model Assessment
Provides functions allowing for (1) easy aggregation of multivariate time series into custom time sc ...
Download / Learn more Package Citations See dependency  
SurvCorr  
Correlation of Bivariate Survival Times
Estimates correlation coefficients with associated confidence limits for bivariate, partially censo ...
Download / Learn more Package Citations See dependency  
missCompare  
Intuitive Missing Data Imputation Framework
Offers a convenient pipeline to test and compare various missing data imputation algorithms on simu ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,674

Author Associations

27,536

Publication Badges

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