20 citations · 48 across the 5 of their papers we have counts for
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stat.ME2016★ 9 cited
Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables
Bryant Chen, Daniel Kumor, Elias Bareinboim
We developed a novel approach to identification and model testing in linear structural equation models (SEMs) based on auxiliary variables (AVs), which generalizes a widely-used fa…
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…