A global-local approach for detecting hotspots in multiple-response regression

We tackle modelling and inference for variable selection in regression problems with many predictors and many responses. We focus on detecting hotspots, that is, predictors associated with several responses. Such a task is critical in statistical genetics, as hotspot genetic variants shape the archi...

Full description

Bibliographic Details
Main Authors: Ruffieux, H, Davison, AC, Hager, J, Inshaw, J, Fairfax, BP, Richardson, S, Bottolo, L
Format: Journal article
Language:English
Published: Institute of Mathematical Statistics 2020