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 25 Oct. 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

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  
guardianapi  
Access 'The Guardian' Newspaper Open Data API
Access to 'The Guardian' newspaper's open API , containing ...
Download / Learn more Package Citations See dependency  
imputeTS  
Time Series Missing Value Imputation
Imputation (replacement) of missing values in univariate time series. Offers several imputation fu ...
Download / Learn more Package Citations See dependency  
CTT  
Classical Test Theory Functions
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.aRnova  
R Commander Plug-in for Repeated-Measures ANOVA
R Commander plug-in for repeated-measures and mixed-design ('split-plot') ANOVA. It adds a new men ...
Download / Learn more Package Citations See dependency  
fstcore  
R Bindings to the 'Fstlib' Library
The 'fstlib' library provides multithreaded serialization of compressed data frames using the 'fst' ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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