Yingcun Xia

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

ORCID: 0000-0002-0309-8635

Department of Statistics and Data Science, National University of Singapore

Publications

• Ensemble projection pursuit for general nonparametric regression — The Annals of Statistics 2025
• Testing serial dependence or cross dependence for time series with underreporting — Biometrika 2024 (name-matched, not ORCID-linked)
• Dimension Reduction and MARS — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• An Outer-Product-of-Gradient Approach to Dimension Reduction and its Application to Classification in High Dimensional Space — Journal of the American Statistical Association 2023
• Composite Coefficient of Determination and Its Application in Ultrahigh Dimensional Variable Screening — Journal of the American Statistical Association 2019
• Asymmetric conditional correlations in stock returns — The Annals of Applied Statistics 2016
• Estimation of semivarying coefficient time series models with ARMA errors — The Annals of Statistics 2016
• Whittle Likelihood Estimation of Nonlinear Autoregressive Models With Moving Average Residuals — Journal of the American Statistical Association 2015
• An adaptive composite quantile approach to dimension reduction — The Annals of Statistics 2014 (name-matched, not ORCID-linked)
• On a Principal Varying Coefficient Model — Journal of the American Statistical Association 2013
• Simple tiered classifiers — Biometrika 2013
• Dimension Reduction and Semiparametric Estimation of Survival Models — Journal of the American Statistical Association 2010
• Model checking in regression via dimension reduction — Biometrika 2009
• Shrinkage Estimation of the Varying Coefficient Model — Journal of the American Statistical Association 2009
• A Multiple-Index Model and Dimension Reduction — Journal of the American Statistical Association 2008
• A semiparametric approach to canonical analysis — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2008
• Sliced Regression for Dimension Reduction — Journal of the American Statistical Association 2008
• Variable selection for the single‐index model — Biometrika 2007
• A constructive approach to the estimation of dimension reduction directions — The Annals of Statistics 2007
• On Directional Regression for Dimension Reduction — Journal of the American Statistical Association 2007
• Efficient estimation for semivarying‐coefficient models — Biometrika 2004
• An adaptive estimation of dimension reduction space — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2002
• On the estimation of an instantaneous transformation for time series — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2000
• On Single-Index Coefficient Regression Models — Journal of the American Statistical Association 1999
• Bias-corrected confidence bands in nonparametric regression — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1998