Linked shrinkage to improve estimation of interaction effects in regression models

Mark A. van de Wiel, Matteo Amestoy, Jeroen Hoogland

We address a classical problem in statistics: adding two-way interaction terms to a regression model. As the covariate dimension increases quadratically, we develop an estimator th…