AdaptGauss

Gaussian Mixture Models (GMM)

CRAN Package

Multimodal distributions can be modelled as a mixture of components. The model is derived using the Pareto Density Estimation (PDE) for an estimation of the pdf. PDE has been designed in particular to identify groups/classes in a dataset. Precise limits for the classes can be calculated using the theorem of Bayes. Verification of the model is possible by QQ plot, Chi-squared test and Kolmogorov-Smirnov test. The package is based on the publication of Ultsch, A., Thrun, M.C., Hansen-Goos, O., Lotsch, J. (2015) doi:10.3390/ijms161025897.

  • Version1.6
  • R version≥ 2.10
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release02/02/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 464 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 12 times.

Sun
Mon
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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
18 downloadsMar 4, 2025
36 downloadsMar 5, 2025
8 downloadsMar 6, 2025
13 downloadsMar 7, 2025
22 downloadsMar 8, 2025
8 downloadsMar 9, 2025
11 downloadsMar 10, 2025
13 downloadsMar 11, 2025
32 downloadsMar 12, 2025
11 downloadsMar 13, 2025
21 downloadsMar 14, 2025
31 downloadsMar 15, 2025
8 downloadsMar 16, 2025
14 downloadsMar 17, 2025
12 downloadsMar 18, 2025
18 downloadsMar 19, 2025
22 downloadsMar 20, 2025
9 downloadsMar 21, 2025
7 downloadsMar 22, 2025
18 downloadsMar 23, 2025
23 downloadsMar 24, 2025
5 downloadsMar 25, 2025
10 downloadsMar 26, 2025
7 downloadsMar 27, 2025
31 downloadsMar 28, 2025
6 downloadsMar 29, 2025
18 downloadsMar 30, 2025
11 downloadsMar 31, 2025
9 downloadsApr 1, 2025
12 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
5
36

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 6,986 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 Aug 27, 2024 with 159 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
  • Suggests8 packages
  • Linking To1 package
  • Reverse Imports4 packages