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) , 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 version≥ 3.5.0
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release05/25/2020

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  • Depends1 package
  • Imports5 packages
  • Suggests3 packages
  • Linking To2 packages
  • Reverse Imports1 package