Kun Chen

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

ORCID: 0000-0003-3579-5467

Department of Statistics, University of Connecticut

Publications

• Tensor regression for incomplete observations with application to longitudinal studies — The Annals of Applied Statistics 2024
• Tree-Guided Rare Feature Selection and Logic Aggregation with Electronic Health Records Data — Journal of the American Statistical Association 2024
• Discussion of ‘Statistical inference for streamed longitudinal data’ — Biometrika 2023
• Regularized fingerprinting in detection and attribution of climate change with weight matrix optimizing the efficiency in scaling factor estimation — The Annals of Applied Statistics 2023
• Consistent order selection for ARFIMA processes — The Annals of Statistics 2022
• Integrative survival analysis with uncertain event times in application to a suicide risk study — The Annals of Applied Statistics 2020
• Log-contrast regression with functional compositional predictors: Linking preterm infants’ gut microbiome trajectories to neurobehavioral outcome — The Annals of Applied Statistics 2020
• A Tailored Multivariate Mixture Model for Detecting Proteins of Concordant Change Among Virulent Strains ofClostridium Perfringens — Journal of the American Statistical Association 2018
• ‘On the degrees of freedom of reduced-rank estimators in multivariate regression’ — Biometrika 2018
• Robust reduced-rank regression — Biometrika 2017
• Linking lung airway structure to pulmonary function via composite bridge regression — The Annals of Applied Statistics 2016
• On the degrees of freedom of reduced-rank estimators in multivariate regression — Biometrika 2015
• Source-Sink Reconstruction Through Regularized Multicomponent Regression Analysis—With Application to Assessing Whether North Sea Cod Larvae Contributed to Local Fjord Cod in Skagerrak — Journal of the American Statistical Association 2014
• Reduced rank regression via adaptive nuclear norm penalization — Biometrika 2013
• Reduced rank stochastic regression with a sparse singular value decomposition — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2012
• Stringing High-Dimensional Data for Functional Analysis — Journal of the American Statistical Association 2011
• Case-cohort and case-control analysis with Cox's model — Biometrika 1999 (name-matched, not ORCID-linked)