DA

Discriminant Analysis for Evolutionary Inference

CRAN Package

Discriminant Analysis (DA) for evolutionary inference (Qin, X. et al, 2020, doi:10.22541/au.159256808.83862168), especially for population genetic structure and community structure inference. This package incorporates the commonly used linear and non-linear, local and global supervised learning approaches (discriminant analysis), including Linear Discriminant Analysis of Kernel Principal Components (LDAKPC), Local (Fisher) Linear Discriminant Analysis (LFDA), Local (Fisher) Discriminant Analysis of Kernel Principal Components (LFDAKPC) and Kernel Local (Fisher) Discriminant Analysis (KLFDA). These discriminant analyses can be used to do ecological and evolutionary inference, including demography inference, species identification, and population/community structure inference.

  • Version1.2.0
  • R version≥ 3.5
  • LicenseGPL-3
  • Needs compilation?No
  • Last release07/12/2021

Documentation


Team


Insights

Last 30 days

This package has been downloaded 197 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 9 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
13 downloadsMar 4, 2025
7 downloadsMar 5, 2025
4 downloadsMar 6, 2025
7 downloadsMar 7, 2025
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2 downloadsMar 9, 2025
5 downloadsMar 10, 2025
6 downloadsMar 11, 2025
18 downloadsMar 12, 2025
8 downloadsMar 13, 2025
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6 downloadsMar 15, 2025
4 downloadsMar 16, 2025
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5 downloadsMar 18, 2025
8 downloadsMar 19, 2025
15 downloadsMar 20, 2025
8 downloadsMar 21, 2025
4 downloadsMar 22, 2025
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6 downloadsMar 25, 2025
5 downloadsMar 26, 2025
6 downloadsMar 27, 2025
5 downloadsMar 28, 2025
1 downloadsMar 29, 2025
4 downloadsMar 30, 2025
3 downloadsMar 31, 2025
7 downloadsApr 1, 2025
9 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 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 2,513 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Aug 22, 2024 with 25 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

  • Imports7 packages
  • Suggests3 packages