Publications:
Feature Screening for Interval-Valued Response with Application to Study Association between Posted Salary and Required Skills
Journal of the American Statistical Association, 2023
[Publisher]
Projection Test for Mean Vector in High Dimensions
Journal of the American Statistical Association, 2022
[Publisher]
Time-varying Minimum Variance Portfolio
Journal of Econometrics, 2022
[Publisher]
A Multi-Kink Quantile Regression Model with Common Structure for Panel Data Analysis
Journal of Econometrics, 2022
[Publisher]
Efficient Learning of Quadratic Variance Function Directed Acyclic Graphs via Topological Layers
Journal of Computational and Graphical Statistics, 2022
[Publisher]
Multi-Kink Quantile Regression for Longitudinal Data with Application to Progesterone Data Analysis
Biometrics, 2022
[Publisher]
Estimation and Inference for Multi-Kink Quantile Regression
Journal of Business & Economic Statistics, 2022
[Publisher]
Conditional Test for Ultrahigh Dimensional Linear Regression Coefficients
Statistica Sinica, 2022
[Publisher]
Forward Additive Regression for Ultrahigh Dimensional Nonparametric Models
Statistica Sinica, 2020
[Publisher]
A Lack-of-fit Test In Sufficient Dimension Reduction of Conditional Mean for Ultrahigh Dimensional Data
Statistica Sinica, 2020
[Publisher]
Composite Coefficient of Determination and Its Application in Ultrahigh Dimensional Variable Screening
Journal of the American Statistical Association, 2019
[Publisher]
Test for High Dimensional Regression Coefficients Using Refitted Cross-validation Variance Estimation
The Annals of Statistics, 2018
[Publisher]
Nonparametric Additive Instrumental Variable Estimator: A Group Shrinkage Estimation Perspective
Journal of Business & Economic Statistics, 2018
[Publisher]
Projection correlation between two random vectors
Biometrika, 2017
[Publisher] /
[Code and Data]
Regularized Quantile Regression and Robust Feature Screening for Single Index Models
Statistica Sinica, 2016
[Publisher]
Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis
Journal of the American Statistical Association, 2015
[Publisher]
A Fast Algorithm for Detecting Gene-Gene Interactions in Genome-Wide Association Studies
Annals of Applied Statistics, 2014
[Publisher]
Feature Screening via Distance Correlation Learning
Journal of the American Statistical Association, 2012
[Publisher]
Assessing Mediation Using Marginal Structural Models in the Presence of Confounding and Moderation
Psychological Methods, 2012
[Publisher]
