Biweighted Poisson Subsampling for Convoluted Rank Regression with Massive Data

Jialiang Li, Xiaochao Xia, Wei Zhong

Optimal subsampling efficiently selects the most informative data points, enabling accurate statistical inference while significantly reducing computational burden for massive data…