miclust

Multiple Imputation in Cluster Analysis

CRAN Package

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) doi:10.1093/aje/kws289.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 177 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 2 times.

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

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 2,858 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 21, 2024 with 73 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
  • Suggests3 packages