← All authors Yingcun Xia National University of Singapore (from arXiv:2401.05784, 2024) · ORCID · OpenAlex
60 papers in scope · 59 published · 1 on the econ.EM arXiv · 3,292 citations · h-index 23 (over the papers listed here)
Papers (1 of 60)
A smoothing and bootstrap-based framework for early outbreak detection
published 2026 · PLoS ONE
with Lengyang Wang, Ee Hui Goh, Mark Chen
Consistency of the oblique decision tree and its boosting and random forest
published 2025 · Bernoulli · 2 citations · first circulated 2022
with Haoran Zhan, Yü Liu, Yu Liu
Ensemble projection pursuit for general nonparametric regression
published 2025 · The Annals of Statistics · first circulated 2022
with Haoran Zhan, Mingke Zhang
Examining Chinese volume–volatility nexus: A regime-switching perspective
published 2025 · Economic Modelling · 1 citations
Testing serial dependence or cross dependence for time series with underreporting
published 2024 · Biometrika
with Keyao Wei, Lengyang Wang
A dynamic count process
published 2024 · Journal of Statistical Planning and Inference
with Namhyun Kim, Pipat Wongsaart
Varying coefficient panel data models and methods under correlated error components: Application to disparities in mental health services in England
published 2024 · Regional Science and Urban Economics · 1 citations
with Pipat Wongsaart, Namhyun Kim, Francesco Moscone
working paper 2024 · arXiv · 3 citations
Power Boosting: Fusion of Multiple Test Statistics via Resampling
published 2023 · Statistica Sinica · 2 citations
with Efang Kong, Yü Liu
Choosing shape parameters for regression in reproducing kernel Hilbert space and variable selection
published 2023 · Journal of nonparametric statistics · 1 citations
with Xin Tan, Efang Kong
Center-Augmented ℓ 2 -Type Regularization for Subgroup Learning
published 2022 · Biometrics · 17 citations
with Ye He, Ling Zhou, Huazhen Lin
Nonparametric regression with right‐censored covariate via conditional density function
published 2022 · Statistics in Medicine · 2 citations
with Hui Jiang, Lei Huang
Bootstrap Tests for High-Dimensional White-Noise
published 2021 · Journal of Business and Economic Statistics · 4 citations
with Lengyang Wang, Efang Kong
An Outer-Product-of-Gradient Approach to Dimension Reduction and its Application to Classification in High Dimensional Space
published 2021 · Journal of the American Statistical Association · 4 citations
with Zhibo Cai, Weiqiang Hang
Functional time series approach to analyzing asset returns co-movements
published 2021 · Journal of Econometrics · 6 citations
with Patrick Saart
A Permutation Test for Two-Sample Means and Signal Identification of High-dimensional Data
published 2020 · Statistica Sinica · 4 citations
with Efang Kong, Lengyang Wang, Jin Liu
Advance of the sufficient dimension reduction
published 2020 · Wiley Interdisciplinary Reviews Computational Statistics · 1 citations
with Weiqiang Hang
Quantile based dimension reduction in censored regression
published 2019 · Computational Statistics & Data Analysis · 1 citations
with Mei Yan, Efang Kong
Estimation of a rank-reduced functional-coefficient panel data model with serial correlation
published 2019 · Journal of Multivariate Analysis · 2 citations
Composite Coefficient of Determination and Its Application in Ultrahigh Dimensional Variable Screening
published 2018 · Journal of the American Statistical Association · 17 citations
with Efang Kong, Wei Zhong
Asymptotic Distribution for Regression in A Symmetric Periodic Gaussian Kernel Hilbert Space
published 2017 · Statistica Sinica · 1 citations
with Xianli Zeng
On the Efficiency of Online Approach to Nonparametric Smoothing of Big Data
published 2017 · Statistica Sinica · 14 citations
with Efang Kong
Estimation of semivarying coefficient time series models with ARMA errors
published 2016 · The Annals of Statistics · 27 citations
with Lei Huang, Qin Xu
Asymmetric conditional correlations in stock returns
published 2016 · The Annals of Applied Statistics · 6 citations
with Hui Jiang, Patrick Saart
UNIFORM BAHADUR REPRESENTATION FOR NONPARAMETRIC CENSORED QUANTILE REGRESSION: A REDISTRIBUTION-OF-MASS APPROACH
published 2016 · Econometric Theory · 10 citations
with Efang Kong
Estimation in generalised varying-coefficient models with unspecified link functions
published 2015 · Journal of Econometrics · 14 citations
Whittle Likelihood Estimation of Nonlinear Autoregressive Models With Moving Average Residuals
published 2014 · Journal of the American Statistical Association · 9 citations
with Tianhao Wang
Most informative component analysis
published 2013 · Statistica Sinica
with Yaping Jing
Comment on: “Local quantile regression” by Spokoiny, Wang, and Härdle
published 2013 · Journal of Statistical Planning and Inference
Simple tiered classifiers
published 2013 · Biometrika · 2 citations
with P. Hall, Jie Xue
GLOBAL BAHADUR REPRESENTATION FOR NONPARAMETRIC CENSORED REGRESSION QUANTILES AND ITS APPLICATIONS
published 2013 · Econometric Theory · 15 citations · first circulated 2011
On a Principal Varying Coefficient Model
published 2012 · Journal of the American Statistical Association · 24 citations
A SINGLE-INDEX QUANTILE REGRESSION MODEL AND ITS ESTIMATION
published 2012 · Econometric Theory · 96 citations · first circulated 2008
with Efang Kong
Twicing local linear kernel regression smoothers
published 2012 · Journal of nonparametric statistics · 1 citations
with Wenzhuan Zhang
Adaptive semi-varying coefficient model selection
published 2011 · Statistica Sinica · 75 citations
with Tao Hu
Feature Matching in Time Series Modeling
published 2011 · Statistical Science · 34 citations
Rejoinder
published 2011 · Statistical Science
Threshold variable selection via a $L_1$ penalty approach
published 2011 · Statistics and Its Interface
with Qian Jiang
UNIFORM BAHADUR REPRESENTATION FOR LOCAL POLYNOMIAL ESTIMATES OF M-REGRESSION AND ITS APPLICATION TO THE ADDITIVE MODEL
published 2010 · Econometric Theory · 116 citations · first circulated 2007
Dimension Reduction and Semiparametric Estimation of Survival Models
published 2010 · Journal of the American Statistical Association · 42 citations
with Dixin Zhang, Jinfeng Xu
A note on the backfitting estimation of additive models
published 2009 · Bernoulli · 5 citations
Shrinkage Estimation of the Varying Coefficient Model
published 2009 · Journal of the American Statistical Association · 254 citations · first circulated 2008
Impact of unknown covariance structures in semiparametric models for longitudinal data: An application to Wisconsin diabetes data
published 2009 · Computational Statistics & Data Analysis · 8 citations
with Jialiang Li, Mari Palta, Anoop Shankar
Model checking in regression via dimension reduction
published 2009 · Biometrika · 35 citations
A Multiple-Index Model and Dimension Reduction
published 2008 · Journal of the American Statistical Association · 80 citations
Sliced Regression for Dimension Reduction
published 2008 · Journal of the American Statistical Association · 146 citations
A Semiparametric Approach to Canonical Analysis
published 2008 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 13 citations
Measles on the Edge: Coastal Heterogeneities and Infection Dynamics
published 2008 · PLoS ONE · 38 citations
with Nita Bharti, Ottar N. Bjørnstad, Bryan T. Grenfell
A constructive approach to the estimation of dimension reduction directions
published 2007 · The Annals of Statistics · 200 citations
Variable selection for the single-index model
published 2007 · Biometrika · 102 citations
with E. Kong
ASYMPTOTIC DISTRIBUTIONS FOR TWO ESTIMATORS OF THE SINGLE-INDEX MODEL
published 2006 · Econometric Theory · 161 citations
Semi-parametric estimation of partially linear single-index models
published 2006 · Journal of Multivariate Analysis · 249 citations · first circulated 2005
Cumulative effects of air pollution on public health
published 2005 · Statistics in Medicine · 32 citations
Efficient estimation for semivarying-coefficient models
published 2004 · Biometrika · 138 citations
Asymptotic Behavior of Bandwidth Selected by the Cross-Validation Method for Local Polynomial Fitting
published 2002 · Journal of Multivariate Analysis · 47 citations
with W.K. Li
An Adaptive Estimation of Dimension Reduction Space
published 2002 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 832 citations
On the Estimation of an Instantaneous Transformation for Time Series
published 2000 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 3 citations
On Single-Index Coefficient Regression Models
published 1999 · Journal of the American Statistical Association · 133 citations
with W. K. Li
On extended partially linear single-index models
published 1999 · Biometrika · 132 citations
Bias-corrected Confidence Bands in Nonparametric Regression
published 1998 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 130 citations
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