Robust Ultra-High-Dimensional Variable Selection With Correlated Structure Using Group Testing

Wanru Guo, Juan Xie, Binbin Wang +4

Background: High-dimensional genomic data exhibit strong group correlation structures that challenge conventional feature selection methods, which often assume feature independence…