higlasso

Hierarchical Integrative Group LASSO

CRAN Package

Environmental health studies are increasingly measuring multiple pollutants to characterize the joint health effects attributable to exposure mixtures. However, the underlying dose-response relationship between toxicants and health outcomes of interest may be highly nonlinear, with possible nonlinear interaction effects. Hierarchical integrative group least absolute shrinkage and selection operator (HiGLASSO), developed by Boss et al (2020) doi:10.48550/arXiv.2003.12844, is a general framework to identify noteworthy nonlinear main and interaction effects in the presence of group structures among a set of exposures.

  • Version0.9.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release05/25/2020

Documentation


Team


Insights

Last 30 days

This package has been downloaded 122 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 4 times.

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4 downloadsMar 7, 2025
1 downloadsMar 8, 2025
2 downloadsMar 9, 2025
2 downloadsMar 10, 2025
5 downloadsMar 11, 2025
3 downloadsMar 12, 2025
4 downloadsMar 13, 2025
3 downloadsMar 14, 2025
5 downloadsMar 15, 2025
1 downloadsMar 16, 2025
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4 downloadsMar 18, 2025
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6 downloadsMar 21, 2025
5 downloadsMar 22, 2025
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3 downloadsMar 24, 2025
4 downloadsMar 25, 2025
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4 downloadsMar 27, 2025
2 downloadsMar 28, 2025
1 downloadsMar 29, 2025
6 downloadsMar 30, 2025
2 downloadsMar 31, 2025
5 downloadsApr 1, 2025
12 downloadsApr 2, 2025
1 downloadsApr 3, 2025
4 downloadsApr 4, 2025
4 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 1,783 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 Sep 11, 2024 with 29 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

  • Imports4 packages
  • Suggests3 packages
  • Linking To2 packages
  • Reverse Imports1 package