Scholar
Yen-Chi Chen
Google Scholar ID: ZNqgiygAAAAJ
Department of Statistics, University of Washington
Nonparametric Statistics
Missing Data
Clustering
Astrostatistics
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Citations & Impact
All-time
Citations
3,014
H-index
25
i10-index
39
Publications
20
Co-authors
29
list available
Contact
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Publications
8 items
A Robust and Efficient Multi-Agent Reinforcement Learning Framework for Traffic Signal Control
2026
Cited
0
Modeling Multivariate Missingness with Tree Graphs and Conjugate Odds
2026
Cited
0
VissimRL: A Multi-Agent Reinforcement Learning Framework for Traffic Signal Control Based on Vissim
2026
Cited
0
Masking criteria for selecting an imputation model
2025
Cited
0
A Frequentist Statistical Introduction to Variational Inference, Autoencoders, and Diffusion Models
2025
Cited
0
Markov Missing Graph: A Graphical Approach for Missing Data Imputation
2025
Cited
0
Doubly Robust Inference on Causal Derivative Effects for Continuous Treatments
2025
Cited
1
Mode and Ridge Estimation in Euclidean and Directional Product Spaces: A Mean Shift Approach
arXiv.org · 2021
Cited
1
Resume (English only)
Research Experience
Associate Professor, Department of Statistics, University of Washington
Data Science Fellow, UW eScience Institute
Co-investigator and Statistician, National Alzheimer’s Coordinating Center
Consulting Director, Center for Statistics and the Social Sciences
Leads the UW Geometric Data Analysis Group
Background
Associate Professor in the Department of Statistics at the University of Washington
Data Science Fellow at the UW eScience Institute
Co-investigator and Statistician at the National Alzheimer’s Coordinating Center
Consulting Director for the Center for Statistics and the Social Sciences
Research supported by NSF and NIH
Research interests: Nonparametric Statistics, Causal inference, Geometric data analysis, Missing data, Mixture models, Astrostatistics, Applied Statistics
Co-authors
29 total
Larry Wasserman
Professor, Department of Statistics and Machine Learning Department, Carnegie Mellon University
Shirley Ho
Flatiron Institute, Center for Computational Astrophysics
Co-author 3
Yikun Zhang
University of Washington
Co-author 5
Alessandro Rinaldo
The University of Texas at Austin
Co-author 7
Co-author 8
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