78 citations · 206 across the 26 of their papers we have counts for
5 papers · 1 filter
Heterogeneity-aware and communication-efficient distributed statistical inference
Rui Duan, Yang Ning, Yong Chen
In multicenter research, individual-level data are often protected against sharing across sites. To overcome the barrier of data sharing, many distributed algorithms, which only re…
Regression Discontinuity Design under Self-selection
Sida Peng, Yang Ning
In Regression Discontinuity (RD) design, self-selection leads to different distributions of covariates on two sides of the policy intervention, which essentially violates the conti…
Optimal Sampling for Generalized Linear Models under Measurement Constraints
Tao Zhang, Yang Ning, David Ruppert
Under "measurement constraints," responses are expensive to measure and initially unavailable on most of records in the dataset, but the covariates are available for the entire dat…
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 ,…
Efficient augmentation and relaxation learning for individualized treatment rules using observational data
Ying-Qi Zhao, Eric B. Laber, Yang Ning +2
Individualized treatment rules aim to identify if, when, which, and to whom treatment should be applied. A globally aging population, rising healthcare costs, and increased access…