Dehan Kong
18 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0003-3480-4915
Publications
- The synthetic instrument: from sparse association to sparse causation — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026 (name-matched, not ORCID-linked)
- Convergence and optimality of the EM algorithm under multi-component Gaussian mixture models — Biometrika 2026
- Prediction of Cognitive Function via Brain Region Volumes with Applications to Alzheimer’s Disease Based on Space-Factor-Guided Functional Principal Component Analysis — Journal of the American Statistical Association 2025
- Functional principal component analysis with informative observation times — Biometrika 2025
- Promises of parallel outcomes — Biometrika 2024
- Learning brain connectivity in social cognition with dynamic network regression — The Annals of Applied Statistics 2024
- Covariance Estimation for Matrix-valued Data — Journal of the American Statistical Association 2023
- Causal inference on distribution functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
- Identifiability of causal effects with multiple causes and a binary outcome — Biometrika 2022
- Mapping the Genetic-Imaging-Clinical Pathway with Applications to Alzheimer’s Disease — Journal of the American Statistical Association 2022
- Nonparametric Principal Subspace Regression — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
- Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
- L2RM: Low-Rank Linear Regression Models for High-Dimensional Matrix Responses — Journal of the American Statistical Association 2020
- Partially functional linear regression in high dimensions — Biometrika 2016
- BFLCRM: A Bayesian functional linear Cox regression model for predicting time to conversion to Alzheimer’s disease — The Annals of Applied Statistics 2015
- Successive classification learning for estimating quantile optimal treatment regimes — Journal of the American Statistical Association
- Stationarity of Manifold Time Series — Journal of the American Statistical Association
- The impact of job stability on monetary poverty in Italy: causal small area estimation — Journal of the American Statistical Association