Feng Xie

Causal Attribution Analysis for Continuous Outcomes

Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models

Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables

Local Identifying Causal Relations in the Presence of Latent Variables

Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations

Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments

Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability

Learning Discrete Latent Variable Structures with Tensor Rank Conditions