20 citations · 48 across the 5 of their papers we have counts for
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stat.ME2015★ 10 cited
Incorporating Knowledge into Structural Equation Models using Auxiliary Variables
Bryant Chen, Judea Pearl, Elias Bareinboim
In this paper, we extend graph-based identification methods by allowing background knowledge in the form of non-zero parameter values. Such information could be obtained, for examp…
cs.AI2015★ 4 cited
Decomposition and Identification of Linear Structural Equation Models
Bryant Chen
In this paper, we address the problem of identifying linear structural equation models. We first extend the edge set half-trek criterion to cover a broader class of models. We then…