Kavli Affiliate: Wei Gao | First 5 Authors: Zheng Li, Chong Ding, Wei Gao, , | Summary: Sufficient dimension reduction (SDR) is a valuable approach for handling high-dimensional data. Outer Product Gradient (OPG) is an popular approach. However, because of focusing the mean regression function, OPG may ignore some directions of central subspace (CS) when […]
Continue.. A Local Modal Outer-Product-Gradient Estimator for Dimension Reduction