16 citations · 31 across the 8 of their papers we have counts for
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stat.ME2023★ 4 cited
Discovery and inference of a causal network with hidden confounding
Li Chen, Chunlin Li, Xiaotong Shen +1
This article proposes a novel causal discovery and inference method called GrIVET for a Gaussian directed acyclic graph with unmeasured confounders. GrIVET consists of an order-bas…
stat.ME2023★ 16 cited
Nonlinear Causal Discovery with Confounders
Chunlin Li, Xiaotong Shen, Wei Pan
This article introduces a causal discovery method to learn nonlinear relationships in a directed acyclic graph with correlated Gaussian errors due to confounding. First, we derive…