1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2023
Slicing-free Inverse Regression in High-dimensional Sufficient Dimension Reduction
Qing Mai, Xiaofeng Shao, Runmin Wang +1
Sliced inverse regression (SIR, Li 1991) is a pioneering work and the most recognized method in sufficient dimension reduction. While promising progress has been made in theory and…
stat.ME2022★ 1 cited
Envelopes and principal component regression
Xin Zhang, Kai Deng, Qing Mai
Envelope methods offer targeted dimension reduction for various models. The overarching goal is to improve efficiency in multivariate parameter estimation by projecting the data on…