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EMCluster  

EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EMCluster", "0.2-18")



Attach the package and use:
library("EMCluster")
Maintained by
Wei-Chen Chen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-12-12
Latest Update: 2025-01-09
Description:
EM algorithms and several efficient initialization methods for model-based clustering of finite mixture Gaussian distribution with unstructured dispersion in both of unsupervised and semi-supervised learning.
How to cite:
Wei-Chen Chen (2012). EMCluster: EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution. R package version 0.2-18, https://cran.r-project.org/web/packages/EMCluster. Accessed 08 Oct. 2026.
Previous versions and publish date:
0.2-0 (2012-12-12 08:01), 0.2-1 (2012-12-12 20:33), 0.2-2 (2012-12-26 20:44), 0.2-3 (2013-03-24 15:14), 0.2-4 (2013-12-14 23:04), 0.2-5 (2015-10-19 18:06), 0.2-6 (2016-12-17 22:36), 0.2-7 (2017-04-28 09:23), 0.2-8 (2017-08-26 05:43), 0.2-9 (2018-01-16 05:20), 0.2-10 (2018-02-01 05:16), 0.2-11 (2019-03-07 22:53), 0.2-12 (2019-03-22 10:53), 0.2-13 (2021-03-16 14:20), 0.2-14 (2022-08-20 19:00), 0.2-15 (2023-09-05 12:00), 0.2-16 (2024-09-08 06:50), 0.2-17 (2025-01-09 06:00), (2026-07-28 11:23)
Other packages that cited EMCluster R package
View EMCluster citation profile
Other R packages that EMCluster depends, imports, suggests or enhances
Complete documentation for EMCluster
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