Consistent Group selection using Global-local prior in High dimensional setup

Sayantan Paul, Prasenjit Ghosh, Arijit Chakrabarti

We consider the problem of model selection when grouping structure is inherent within the regressors. Using a Bayesian approach, we model the mean vector by a one-group global-loca…