68 citations · 287 across the 26 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
math.ST2014★ 68 cited
Graphs for margins of Bayesian networks
Robin J. Evans
Directed acyclic graph (DAG) models, also called Bayesian networks, impose conditional independence constraints on a multivariate probability distribution, and are widely used in p…
math.ST2014★ 8 cited
Smoothness of marginal log-linear parameterizations
Robin J. Evans
We provide results demonstrating the smoothness of some marginal log-linear parameterizations for distributions on multi-way contingency tables. First we give an analytical relatio…
stat.ML2014★ 13 cited
Causal Inference through a Witness Protection Program
Ricardo Silva, Robin Evans
One of the most fundamental problems in causal inference is the estimation of a causal effect when variables are confounded. This is difficult in an observational study, because on…