3 citations · 3 across the 2 of their papers we have counts for
3 papers
stat.ME2020
Penalized estimation for single-index varying-coefficient models with applications to integrative genomic analysis
Hoi Min Ng, Binyan Jiang, Kin Yau Wong
Recent technological advances have made it possible to collect high-dimensional genomic data along with clinical data on a large number of subjects. In the studies of chronic disea…
stat.ME2019★ 3 cited
Penalized Interaction Estimation for Ultrahigh Dimensional Quadratic Regression
Cheng Wang, Binyan Jiang, Liping Zhu
Quadratic regression goes beyond the linear model by simultaneously including main effects and interactions between the covariates. The problem of interaction estimation in high di…
stat.CO2018
An efficient ADMM algorithm for high dimensional precision matrix estimation via penalized quadratic loss
Cheng Wang, Binyan Jiang
The estimation of high dimensional precision matrices has been a central topic in statistical learning. However, as the number of parameters scales quadratically with the dimension…