3 papers
math.ST2024
Active Subsampling for Measurement-Constrained M-Estimation of Individualized Thresholds with High-Dimensional Data
Jingyi Duan, Lehao Fu, Yang Ning
Measurement-constrained problems frequently arise in modern applications such as electronic health record studies. In such problems, despite the availability of large datasets, col…
stat.ME2022
Two-stage Hypothesis Tests for Variable Interactions with FDR Control
Jingyi Duan, Yang Ning, Xi Chen +1
In many scenarios such as genome-wide association studies where dependences between variables commonly exist, it is often of interest to infer the interaction effects in the model.…
stat.ME2021
Test of Significance for High-dimensional Thresholds with Application to Individualized Minimal Clinically Important Difference
Huijie Feng, Jingyi Duan, Yang Ning +1
This work is motivated by learning the individualized minimal clinically important difference, a vital concept to assess clinical importance in various biomedical studies. We formu…