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…