A Sparse Additive Model for High-Dimensional Interactions with an Exposure Variable
Sahir Bhatnagar, Tianyuan Lu, Amanda Lovato, David Lee Olds, Michael Steffen Kobor, Michael Joseph Meaney, Kieran J. O’Donnell, Archer Yi Yang, Celia M.T. Greenwood
The paper introduces a method called sail to detect non-linear interactions between a key exposure variable and high-dimensional data, showing it outperforms existing methods in prediction and support recovery.
Computational Statistics & Data Analysis · Sep 24, 2022Peer-reviewedBioinformatics