Hierarchical GxE Interactions in a Regularized Regression Model

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) .


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install.packages("gesso")

1.0.1 by Natalia Zemlianskaia, 3 months ago


Browse source code at https://github.com/cran/gesso


Authors: Natalia Zemlianskaia


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports Rcpp, Matrix, bigmemory, methods

Depends on dplyr

Suggests glmnet, testthat, knitr, rmarkdown, ggplot2

Linking to Rcpp, RcppEigen, RcppThread, BH, bigmemory


See at CRAN