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I am an associate professor in the Department of Statistics and a data science fellow in the eScience Institute at the University of Washington. I also serve as a co-investigator and statistician at the National Alzheimer’s Coordinating Center. My research is supported by NSF and NIH.

Research Interests

Nonparametric Statistics Causal inference Geometric data analysis
Missing data Mixture models Astrostatistics Applied Statistics

Contact: yenchic(at)uw(dot)edu

Recent News

• [09/04/25] New paper on arXiv: Markov Missing Graph: A Graphical Approach for Missing Data Imputation.
• [04/06/25] New paper on arXiv: A statistical framework for analyzing activity pattern from GPS data.
• [01/14/25] New paper on arXiv: Doubly Robust Inference on Causal Derivative Effects for Continuous Treatments.
• [12/12/24] Lecture notes for Statistical Machine Learning (STAT 535) is updated.
• [12/06/24] I wrote a lecture note for missing data from a probability model perspective. Comments are welcome!
• [06/18/24] My student Yikun Zhang received ICSA student paper award!

Research Affiliations

• UW eScience Institute
• UW Center for Statistics and the Social Sciences
• National Alzheimer’s Coordinating Center

Research Groups

• UW Geometric Data Aanalysis Group

Copyright © 2013-2025 Yen-Chi Chen. All rights reserved.