23 citations · 43 across the 12 of their papers we have counts for
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stat.AP2016
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…
math.ST2016★ 4 cited
Adaptive density estimation based on a mixture of Gammas
Natalia Bochkina, Judith Rousseau
We consider the problem of Bayesian density estimation on the positive semiline for possibly unbounded densities. We propose a hierarchical Bayesian estimator based on the gamma mi…