78 citations · 110 across the 11 of their papers we have counts for
4 papers · 1 filter
On the global identifiability of logistic regression models with misclassified outcomes
Rui Duan, Yang Ning, Jiasheng Shi +3
In the last decade, the secondary use of large data from health systems, such as electronic health records, has demonstrated great promise in advancing biomedical discoveries and i…
Sparse Confidence Sets for Normal Mean Models
Yang Ning, Guang Cheng
In this paper, we propose a new framework to construct confidence sets for a -dimensional unknown sparse parameter under the normal mean model . A key featu…
Adaptive Estimation in Multivariate Response Regression with Hidden Variables
Xin Bing, Yang Ning, Yaosheng Xu
This paper studies the estimation of the coefficient matrix $\Ttheta$ in multivariate regression with hidden variables, $Y = (\Ttheta)^TX + (B^*)^TZ + E$, where is a -dimens…
Nonregular and Minimax Estimation of Individualized Thresholds in High Dimension with Binary Responses
Huijie Feng, Yang Ning, Jiwei Zhao
Given a large number of covariates , we consider the estimation of a high-dimensional parameter in an individualized linear threshold for a continuous variable ,…