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]
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 05 May. 2025.
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
04/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/03Downloads for DIRMR02468101214TrendBars

Today's Hot Picks in Authors and Packages

pdqr  
Work with Custom Distribution Functions
Create, transform, and summarize custom random variables with distribution functions (analogues of ...
Download / Learn more Package Citations See dependency  
BINCOR  
Estimate the Correlation Between Two Irregular Time Series
Estimate the correlation between two irregular time series that are not necessarily sampled on ident ...
Download / Learn more Package Citations See dependency  
rsvd  
Randomized Singular Value Decomposition
Low-rank matrix decompositions are fundamental tools and widely used for data analysis, dimension r ...
Download / Learn more Package Citations See dependency  
cape  
Combined Analysis of Pleiotropy and Epistasis for Diversity Outbred Mice
Combined Analysis of Pleiotropy and Epistasis infers predictive networks between genetic variants a ...
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  
lifecourse  
Quantification of Lifecourse Fluidity
Provides in built datasets and three functions. These functions are mobility_index, nonStanTest and ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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