Yen-Chi Chen

14 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-4485-306X

Department of Statistics, University of Washington

Publications

• Long-Term Effect Estimation When Combining Clinical Trial and Observational Follow-Up Datasets — Journal of the American Statistical Association 2026
• Data harmonization via regularized nonparametric mixing distribution estimation — The Annals of Applied Statistics 2026
• Skeleton Clustering: Dimension-Free Density-Aided Clustering — Journal of the American Statistical Association 2024
• Statistical Inference with Local Optima — Journal of the American Statistical Association 2023
• Pattern graphs: A graphical approach to nonmonotone missing data — The Annals of Statistics 2022
• Kernel Smoothing, Mean Shift, and Their Learning Theory with Directional Data — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Handbook of Mixture Analysis. — Journal of the American Statistical Association 2020
• Measuring human activity spaces from GPS data with density ranking and summary curves — The Annals of Applied Statistics 2020
• Statistical Modelling by Exponential Families — Journal of the American Statistical Association 2020
• Generalized cluster trees and singular measures — The Annals of Statistics 2019
• On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test example — The Annals of Applied Statistics 2018
• Density Level Sets: Asymptotics, Inference, and Visualization — Journal of the American Statistical Association 2017
• Nonparametric modal regression — The Annals of Statistics 2016
• Asymptotic theory for density ridges — The Annals of Statistics 2015