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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]
All associated links for this package
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 22 Dec. 2024.
Previous versions and publish date:
1.2.6 (2021-03-10 20:30), 1.2.7 (2021-09-22 14:00)
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Complete documentation for miclust
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