higlasso
Hierarchical Integrative Group LASSO
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
Alexander Rix
Jonathan Boss
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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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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.
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Dependencies
- Imports4 packages
- Suggests3 packages
- Linking To2 packages
- Reverse Imports1 package