Song Xi Chen

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

ORCID: 0000-0002-2338-0873

Department of Statistics and Data Science, Tsinghua University, Beijing, China

Publications

• Versatile differentially private learning for general loss functions — The Annals of Statistics 2026
• Self-normalized Cramér type moderate deviation theorem for Gaussian approximation — The Annals of Statistics 2025
• Statistical inference for four-regime segmented regression models — The Annals of Statistics 2024
• Statistical inference for decentralized federated learning — The Annals of Statistics 2024
• Dynamic synthetic control method for evaluating treatment effects in auto-regressive processes — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2024
• Sharp optimality for high-dimensional covariance testing under sparse signals — The Annals of Statistics 2023
• Estimating COVID-19 vaccine protection rates via dynamic epidemiological models—a study of 10 countries — The Annals of Applied Statistics 2023
• Distributed statistical inference for massive data — The Annals of Statistics 2021
• High-dimensional empirical likelihood inference — Biometrika 2021
• Matrix Completion With Covariate Information — Journal of the American Statistical Association 2019
• Two-sample and ANOVA tests for high dimensional means — The Annals of Statistics 2019
• Detecting rare and faint signals via thresholding maximum likelihood estimators — The Annals of Statistics 2018
• Peter Hall’s contributions to the bootstrap — The Annals of Statistics 2016
• Tests for high dimensional generalized linear models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
• Bandwidth Selection for High-Dimensional Covariance Matrix Estimation — Journal of the American Statistical Association 2015
• Tests alternative to higher criticism for high-dimensional means under sparsity and column-wise dependence — The Annals of Statistics 2013
• Mann–Whitney test with adjustments to pretreatment variables for missing values and observational study — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2013
• Two sample tests for high-dimensional covariance matrices — The Annals of Statistics 2012
• Test for bandedness of high-dimensional covariance matrices and bandwidth estimation — The Annals of Statistics 2012
• Tests for High-Dimensional Regression Coefficients With Factorial Designs — Journal of the American Statistical Association 2011
• On the approximate maximum likelihood estimation for diffusion processes — The Annals of Statistics 2011
• Local Post-Stratification in Dual System Accuracy and Coverage Evaluation for the U.S. Census — Journal of the American Statistical Association 2010
• A two-sample test for high-dimensional data with applications to gene-set testing — The Annals of Statistics 2010
• Tests for High-Dimensional Covariance Matrices — Journal of the American Statistical Association 2010
• ANOVA for longitudinal data with missing values — The Annals of Statistics 2010
• Effects of data dimension on empirical likelihood — Biometrika 2009
• Empirical Likelihood Methods Based on Characteristic Functions With Applications to Lévy Processes — Journal of the American Statistical Association 2009
• Empirical likelihood for estimating equations with missing values — The Annals of Statistics 2009
• Improving semiparametric estimation by using surrogate data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2008
• A test for model specification of diffusion processes — The Annals of Statistics 2008
• On Bartlett correction of empirical likelihood in the presence of nuisance parameters — Biometrika 2006
• Information Recovery in a Study With Surrogate Endpoints — Journal of the American Statistical Association 2003
• An empirical likelihood goodness-of-fit test for time series — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2003
• Empirical likelihood confidence intervals for local linear smoothers — Biometrika 2000
• A nonparametric approach to the analysis of two-stage mark-recapture experiments — Biometrika 2000
• Empirical likelihood confidence intervals for nonparametric density estimation — Biometrika 1996
• Smoothed Empirical Likelihood Confidence Intervals for Quantiles — The Annals of Statistics 1993
• Optimally adaptive test for high dimensional hypotheses via minimax deficiency — Journal of the American Statistical Association
• Physics-guided Statistical Data Fusion for Reconstructing 3D Current Fields of Oceanic Eddies — Journal of the American Statistical Association (name-matched, not ORCID-linked)