85 citations · 253 across the 29 of their papers we have counts for
Showing 2014 · stat.MEShow all
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stat.ME2014★ 14 cited
Estimating causal structure using conditional DAG models
Chris J. Oates, Jim Q. Smith, Sach Mukherjee
This paper considers inference of causal structure in a class of graphical models called "conditional DAGs". These are directed acyclic graph (DAG) models with two kinds of variabl…
stat.ME2014★ 6 cited
Joint Structure Learning of Multiple Non-Exchangeable Networks
Chris J. Oates, Sach Mukherjee
Several methods have recently been developed for joint structure learning of multiple (related) graphical models or networks. These methods treat individual networks as exchangeabl…