High-dimensional Statistical Inference and Variable Selection Using Sufficient Dimension Association

Shangyuan Ye, Shauna Rakshe, Ye Liang

Simultaneous variable selection and statistical inference is challenging in high-dimensional data analysis. Most existing post-selection inference methods require explicitly specif…