Joint Estimation of Sparse Networks with application to Paired Gene Expression data

Adria Caballe, Natalia Bochkina, Claus Mayer

We consider a method to jointly estimate sparse precision matrices and their underlying graph structures using dependent high-dimensional datasets. We present a penalized maximum l…