Xiaxian Ou
PhD student in Biostatistics · Emory University
Enjoy the mind flow! ♫
My name is Xiaxian Ou (欧夏娴). I am a PhD student in Biostatistics at Emory University, under the supervision of Razieh Nabi. My research interests lie in causal inference, particularly mediation and path-specific effects, and dynamic treatment regimes. It’s interesting and meaningful to develop new causal inference methodologies and frameworks that can improve health applications and inform clinical practice.
Before coming to Emory, I studied Preventive Medicine at Peking University. My interdisciplinary background has shaped my interest in statistical methods that can address real-world health problems. Beyond academics, I’m also interested in psychology, which helps me better understand human cognition—a fascinating process.
News
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Our new preprint, Inference for Causal Path-Specific Effects in Longitudinal Studies with Repeated Treatments and Multiple Mediators, is now available on arXiv.
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I was delighted to give an oral presentation at UAI 2026 on Coarsening Bias from Variable Discretization in Causal Functionals (24 oral presentations out of 1,087).