FastKM

A Fast Multiple-Kernel Method Based on a Low-Rank Approximation

CRAN Package

A computationally efficient and statistically rigorous fast Kernel Machine method for multi-kernel analysis. The approach is based on a low-rank approximation to the nuisance effect kernel matrices. The algorithm is applicable to continuous, binary, and survival traits and is implemented using the existing single-kernel analysis software 'SKAT' and 'coxKM'. 'coxKM' can be obtained from https://github.com/lin-lab/coxKM.

  • Version1.1
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release06/07/2022

Team


Insights

Last 30 days

This package has been downloaded 172 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 6 times.

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0 downloadsMar 2, 2025
6 downloadsMar 3, 2025
12 downloadsMar 4, 2025
10 downloadsMar 5, 2025
4 downloadsMar 6, 2025
4 downloadsMar 7, 2025
6 downloadsMar 8, 2025
1 downloadsMar 9, 2025
3 downloadsMar 10, 2025
8 downloadsMar 11, 2025
3 downloadsMar 12, 2025
5 downloadsMar 13, 2025
2 downloadsMar 14, 2025
8 downloadsMar 15, 2025
1 downloadsMar 16, 2025
7 downloadsMar 17, 2025
8 downloadsMar 18, 2025
3 downloadsMar 19, 2025
13 downloadsMar 20, 2025
6 downloadsMar 21, 2025
5 downloadsMar 22, 2025
7 downloadsMar 23, 2025
7 downloadsMar 24, 2025
3 downloadsMar 25, 2025
10 downloadsMar 26, 2025
4 downloadsMar 27, 2025
8 downloadsMar 28, 2025
7 downloadsMar 29, 2025
4 downloadsMar 30, 2025
1 downloadsMar 31, 2025
6 downloadsApr 1, 2025
0 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 2,338 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 Jul 21, 2024 with 72 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

  • Depends1 package
  • Suggests2 packages