CensMFM

Finite Mixture of Multivariate Censored/Missing Data

CRAN Package

It fits finite mixture models for censored or/and missing data using several multivariate distributions. Point estimation and asymptotic inference (via empirical information matrix) are offered as well as censored data generation. Pairwise scatter and contour plots can be generated. Possible multivariate distributions are the well-known normal, Student-t and skew-normal distributions. This package is an complement of Lachos, V. H., Moreno, E. J. L., Chen, K. & Cabral, C. R. B. (2017) doi:10.1016/j.jmva.2017.05.005 for the multivariate skew-normal case.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 220 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
5 downloadsMar 6, 2025
10 downloadsMar 7, 2025
1 downloadsMar 8, 2025
4 downloadsMar 9, 2025
5 downloadsMar 10, 2025
8 downloadsMar 11, 2025
11 downloadsMar 12, 2025
5 downloadsMar 13, 2025
4 downloadsMar 14, 2025
18 downloadsMar 15, 2025
3 downloadsMar 16, 2025
5 downloadsMar 17, 2025
9 downloadsMar 18, 2025
5 downloadsMar 19, 2025
17 downloadsMar 20, 2025
11 downloadsMar 21, 2025
4 downloadsMar 22, 2025
8 downloadsMar 23, 2025
5 downloadsMar 24, 2025
6 downloadsMar 25, 2025
11 downloadsMar 26, 2025
8 downloadsMar 27, 2025
16 downloadsMar 28, 2025
3 downloadsMar 29, 2025
10 downloadsMar 30, 2025
4 downloadsMar 31, 2025
6 downloadsApr 1, 2025
8 downloadsApr 2, 2025
5 downloadsApr 3, 2025
5 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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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 3,262 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 May 15, 2024 with 54 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
  • Suggests1 package