PLNmodels

Poisson Lognormal Models

CRAN Package

The Poisson-lognormal model and variants (Chiquet, Mariadassou and Robin, 2021 https://doi.org/10.3389%2Ffevo.2021.588292) can be used for a variety of multivariate problems when count data are at play, including principal component analysis for count data, discriminant analysis, model-based clustering and network inference. Implements variational algorithms to fit such models accompanied with a set of functions for visualization and diagnostic.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 645 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 22 times.

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0 downloadsMar 2, 2025
6 downloadsMar 3, 2025
10 downloadsMar 4, 2025
35 downloadsMar 5, 2025
5 downloadsMar 6, 2025
5 downloadsMar 7, 2025
3 downloadsMar 8, 2025
2 downloadsMar 9, 2025
14 downloadsMar 10, 2025
55 downloadsMar 11, 2025
19 downloadsMar 12, 2025
45 downloadsMar 13, 2025
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47 downloadsMar 15, 2025
6 downloadsMar 16, 2025
25 downloadsMar 17, 2025
25 downloadsMar 18, 2025
22 downloadsMar 19, 2025
6 downloadsMar 20, 2025
9 downloadsMar 21, 2025
38 downloadsMar 22, 2025
24 downloadsMar 23, 2025
65 downloadsMar 24, 2025
8 downloadsMar 25, 2025
18 downloadsMar 26, 2025
18 downloadsMar 27, 2025
70 downloadsMar 28, 2025
13 downloadsMar 29, 2025
6 downloadsMar 30, 2025
5 downloadsMar 31, 2025
22 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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70

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 5,509 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Jul 21, 2024 with 81 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

  • Imports19 packages
  • Suggests6 packages
  • Linking To3 packages