MSclust
Multiple-Scaled Clustering
Model based clustering using the multivariate multiple Scaled t (MST) and multivariate multiple scaled contaminated normal (MSCN) distributions. The MST is an extension of the multivariate Student-t distribution to include flexible tail behaviors, Forbes, F. & Wraith, D. (2014) doi:10.1007/s11222-013-9414-4. The MSCN represents a heavy-tailed generalization of the multivariate normal (MN) distribution to model elliptical contoured scatters in the presence of mild outliers (also referred to as "bad" points) and automatically detect bad points, Punzo, A. & Tortora, C. (2021) doi:10.1177/1471082X19890935.
- Version1.0.4
- R version≥ 3.5
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release04/22/2024
Team
Cristina Tortora
MaintainerShow author detailsAntonio Punzo
Show author detailsRolesAuthorLouis Tran
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 503 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 53 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 17,926 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Apr 26, 2024 with 903 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
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Dependencies
- Imports9 packages