Other packages > Find by keyword >

miclust  

Multiple Imputation in Cluster Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("miclust", "1.2.8")



Attach the package and use:
library("miclust")
Maintained by
Jose Barrera-Gomez
[Scholar Profile | Author Map]
First Published: 2021-03-10
Latest Update: 2022-02-07
Description:
Implementation of a framework for cluster analysis with selection of the final number of clusters and an optional variable selection procedure. The package is designed to integrate the results of multiple imputed datasets while accounting for the uncertainty that the imputations introduce in the final results. In addition, the package can also be used for a cluster analysis of the complete cases of a single dataset. The package also includes specific methods to summarize and plot the results. The methods are described in Basagana et al. (2013) .
How to cite:
Jose Barrera-Gomez (2021). miclust: Multiple Imputation in Cluster Analysis. R package version 1.2.8, https://cran.r-project.org/web/packages/miclust. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.2.6 (2021-03-10 20:30), 1.2.7 (2021-09-22 14:00)
Other packages that cited miclust R package
View miclust citation profile
Other R packages that miclust depends, imports, suggests or enhances
Complete documentation for miclust
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for miclust2468101214TrendBars

Today's Hot Picks in Authors and Packages

gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
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  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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