Variable Selection in Seemingly Unrelated Regressions with Random Predictors

David Puelz, P. Richard Hahn, Carlos Carvalho

This paper considers linear model selection when the response is vector-valued and the predictors are randomly observed. We propose a new approach that decouples statistical infere…