otrimle

Robust Model-Based Clustering

CRAN Package

Performs robust cluster analysis allowing for outliers and noise that cannot be fitted by any cluster. The data are modelled by a mixture of Gaussian distributions and a noise component, which is an improper uniform distribution covering the whole Euclidean space. Parameters are estimated by (pseudo) maximum likelihood. This is fitted by a EM-type algorithm. See Coretto and Hennig (2016) doi:10.1080/01621459.2015.1100996, and Coretto and Hennig (2017) https://jmlr.org/papers/v18/16-382.html.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 314 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 12 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
31 downloadsMar 5, 2025
9 downloadsMar 6, 2025
3 downloadsMar 7, 2025
3 downloadsMar 8, 2025
4 downloadsMar 9, 2025
2 downloadsMar 10, 2025
19 downloadsMar 11, 2025
17 downloadsMar 12, 2025
8 downloadsMar 13, 2025
13 downloadsMar 14, 2025
19 downloadsMar 15, 2025
6 downloadsMar 16, 2025
7 downloadsMar 17, 2025
23 downloadsMar 18, 2025
9 downloadsMar 19, 2025
11 downloadsMar 20, 2025
25 downloadsMar 21, 2025
8 downloadsMar 22, 2025
2 downloadsMar 23, 2025
9 downloadsMar 24, 2025
15 downloadsMar 25, 2025
5 downloadsMar 26, 2025
7 downloadsMar 27, 2025
18 downloadsMar 28, 2025
6 downloadsMar 29, 2025
3 downloadsMar 30, 2025
3 downloadsMar 31, 2025
11 downloadsApr 1, 2025
6 downloadsApr 2, 2025
12 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
2
31

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 3,984 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Sep 11, 2024 with 46 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


Binaries


Dependencies

  • Imports5 packages
  • Reverse Imports1 package