Kavli Affiliate: Wei Gao | First 5 Authors: Zheng Li, Yunhao Wang, Wei Gao, Hon Keung Tony Ng, | Summary: Dimension reduction techniques, such as Sufficient Dimension Reduction (SDR), are indispensable for analyzing high-dimensional datasets. This paper introduces a novel SDR method named Principal Square Response Forward Regression (PSRFR) for estimating the central subspace of […]
Continue.. A Principal Square Response Forward Regression Method for Dimension Reduction