Jin Tian

A general identification condition for causal effects

Jin Tian, Judea Pearl · eScholarship (California Digital Library) · 2002 · 189 citations · Full text

Public Health, Biostatistics, Economics +16

Graphical Models for Inference with Missing Data

Karthika Mohan, Judea Pearl, Jin Tian · eScholarship (California Digital Library) · 2013 · 105 citations · Full text

Public Health, Mathematics, Causal Inference +16

Bounds on Direct Effects in the Presence of Confounded Intermediate Variables

Zhihong Cai, Manabu Kuroki, Judea Pearl et al. · Biometrics · 2007 · 99 citations

Public Health, Biostatistics, Causal Inference +13

Recovering from Selection Bias in Causal and Statistical Inference

Elias Bareinboim, Jin Tian, Judea Pearl · Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 92 citations · Full text

Public Health, Biostatistics, Causal Inference +16

Causal Discovery from Changes

Jin Tian, Judea Pearl · arXiv (Cornell University) · 2013 · 73 citations · Full text

Computing, Computer Science, Data Science +13