psvmSDR

Unified Principal Sufficient Dimension Reduction Package

CRAN Package

A unified and user-friendly framework for applying the principal sufficient dimension reduction methods for both linear and nonlinear cases. The package has an extendable power by varying loss functions for the support vector machine, even for an user-defined arbitrary function, unless those are convex and differentiable everywhere over the support Li et al. (2011). Also, it provides a real-time sufficient dimension reduction update procedure using the principal least squares support vector machine Artemiou et al. (2021).

  • Version1.0.2
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release09/09/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 150 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 3 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
10 downloadsMar 4, 2025
9 downloadsMar 5, 2025
5 downloadsMar 6, 2025
3 downloadsMar 7, 2025
2 downloadsMar 8, 2025
1 downloadsMar 9, 2025
4 downloadsMar 10, 2025
7 downloadsMar 11, 2025
4 downloadsMar 12, 2025
3 downloadsMar 13, 2025
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7 downloadsMar 15, 2025
13 downloadsMar 16, 2025
1 downloadsMar 17, 2025
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1 downloadsMar 19, 2025
10 downloadsMar 20, 2025
6 downloadsMar 21, 2025
4 downloadsMar 22, 2025
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5 downloadsMar 25, 2025
1 downloadsMar 26, 2025
4 downloadsMar 27, 2025
4 downloadsMar 28, 2025
7 downloadsMar 29, 2025
3 downloadsMar 30, 2025
2 downloadsMar 31, 2025
8 downloadsApr 1, 2025
3 downloadsApr 2, 2025
0 downloadsApr 3, 2025
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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 1,172 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 Sep 11, 2024 with 45 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


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Dependencies

  • Suggests1 package