Jiji Zhang

On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias

Jiji Zhang · Artificial Intelligence · 2008 · 333 citations

Behavioral Decision Making, Causal Relation Extraction, Causal Inference +16

Detection of Unfaithfulness and Robust Causal Inference

Jiji Zhang, Peter Spirtes · Minds and Machines · 2008 · 119 citations

Statistical Inference, Causality, Public Health +5

Causal Reasoning with Ancestral Graphs

Jiji Zhang · CaltechAUTHORS (California Institute of Technology) · 2008 · 105 citations · Full text

Engineering, Ancestral Graph, Causal Relation Extraction +20

Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination

Kun Zhang, Biwei Huang, Jiji Zhang et al. · 2017 · 81 citations · Full text

Engineering, Causal Orientations, Causal Relation Extraction +18

Causal Discovery from Heterogeneous/Nonstationary Data

Biwei Huang, Kun Zhang, Jiji Zhang et al. · arXiv (Cornell University) · 2019 · 76 citations · Full text

Engineering, Causal Orientations, Causal Relation Extraction +16