gesso-package {gesso}

Hierarchical GxE Interactions in a Regularized Regression Model

Description

The method focuses on a single environmental exposure and induces a main-effect-before-interaction hierarchical structure for the joint selection of interaction terms in a regularized regression model. For details see Zemlianskaia et al. (2021) <arxiv:2103.13510>.

Author(s)

Natalia Zemlianskaia

Maintainer: Natalia Zemlianskaia <[e-mail]>

References

"A Scalable Hierarchical Lasso for Gene-Environment Interactions", Natalia Zemlianskaia, W.James Gauderman, Juan Pablo Lewinger https://arxiv.org/abs/2103.13510