130 citations · 156 across the 7 of their papers we have counts for
7 papers
Hybrid Censored Quantile Regression Forest to Assess the Heterogeneous Effects
Huichen Zhu, Yifei Sun, Ying Wei
In many applications, heterogeneous treatment effects on a censored response variable are of primary interest, and it is natural to evaluate the effects at different quantiles (e.g…
A unified quantile framework for nonlinear heterogeneous transcriptome-wide associations
Tianying Wang, Iuliana Ionita-Laza, Ying Wei
Transcriptome-wide association studies (TWAS) are powerful tools for identifying gene-level associations by integrating genome-wide association studies and gene expression data. Ho…
Regression based principal component analysis for sparse functional data with applications to screening growth paths
Wenfei Zhang, Ying Wei
Growth charts are widely used in pediatric care for assessing childhood body size measurements (e.g., height or weight). The existing growth charts screen one body size at a single…
Asymptotics of nonparametric L-1 regression models with dependent data
Zhibiao Zhao, Ying Wei, Dennis K. J. Lin
We investigate asymptotic properties of least-absolute-deviation or median quantile estimates of the location and scale functions in nonparametric regression models with dependent…
Profile control charts based on nonparametric -1 regression methods
Ying Wei, Zhibiao Zhao, Dennis K. J. Lin
Classical statistical process control often relies on univariate characteristics. In many contemporary applications, however, the quality of products must be characterized by some…
Rejoinder: Conditional Growth Charts
Ying Wei, Xuming He
Rejoinder: Conditional Growth Charts [math.ST/0702634]