Myeonghun Yu

Large-scale linear hypothesis testing for high-dimensional online M-estimation

With the growing prevalence of streaming data, renewable estimation has become an important tool for updating statistical analyses without retaining historical raw observations. We study estimation and linear hypothesis testing in high-dimensional online M-estimation. Existing renewable procedures based on quadratic ap...