Sparse Empirical Bayes Analysis (SEBA)

Natalia Bochkina, Ya'acov Ritov

We consider a joint processing of $n$ independent sparse regression problems. Each is based on a sample $(y_{i1},x_{i1})...,(y_{im},x_{im})$ of $m$ \iid observations from $y_{i1}=x…