Major Oral Presentation: "Subsampling for Median Regression in Big Data"
Speaker: Chang Liu, Washington University in Saint Louis
Abstract: We apply the Information-based optimal subdata selection (IBOSS) framework to median regression. Proved the consistency and asymptotic normality of the median regression estimator based on the selected data. Also, some experimental results will be shown.
Host: Nan Lin