Rankcluster

Model-Based Clustering for Multivariate Partial Ranking Data

CRAN Package

Implementation of a model-based clustering algorithm for ranking data (C. Biernacki, J. Jacques (2013) doi:10.1016/j.csda.2012.08.008). Multivariate rankings as well as partial rankings are taken into account. This algorithm is based on an extension of the Insertion Sorting Rank (ISR) model for ranking data, which is a meaningful and effective model parametrized by a position parameter (the modal ranking, quoted by mu) and a dispersion parameter (quoted by pi). The heterogeneity of the rank population is modelled by a mixture of ISR, whereas conditional independence assumption is considered for multivariate rankings.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 300 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 8 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
34 downloadsMar 5, 2025
3 downloadsMar 6, 2025
5 downloadsMar 7, 2025
7 downloadsMar 8, 2025
0 downloadsMar 9, 2025
21 downloadsMar 10, 2025
9 downloadsMar 11, 2025
4 downloadsMar 12, 2025
17 downloadsMar 13, 2025
4 downloadsMar 14, 2025
33 downloadsMar 15, 2025
2 downloadsMar 16, 2025
2 downloadsMar 17, 2025
14 downloadsMar 18, 2025
13 downloadsMar 19, 2025
11 downloadsMar 20, 2025
7 downloadsMar 21, 2025
4 downloadsMar 22, 2025
3 downloadsMar 23, 2025
14 downloadsMar 24, 2025
10 downloadsMar 25, 2025
1 downloadsMar 26, 2025
7 downloadsMar 27, 2025
42 downloadsMar 28, 2025
1 downloadsMar 29, 2025
4 downloadsMar 30, 2025
2 downloadsMar 31, 2025
12 downloadsApr 1, 2025
6 downloadsApr 2, 2025
8 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
42

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 4,799 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 60 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

  • Imports1 package
  • Suggests3 packages
  • Linking To2 packages
  • Reverse Imports1 package