39 citations · 127 across the 8 of their papers we have counts for
5 papers · 1 filter
Stratified incomplete local simplex tests for curvature of nonparametric multiple regression
Yanglei Song, Xiaohui Chen, Kengo Kato
Principled nonparametric tests for regression curvature in are often statistically and computationally challenging. This paper introduces the stratified incomplete…
Approximating high-dimensional infinite-order -statistics: statistical and computational guarantees
Yanglei Song, Xiaohui Chen, Kengo Kato
We study the problem of distributional approximations to high-dimensional non-degenerate -statistics with random kernels of diverging orders. Infinite-order -statistics (IOUS…
Change Acceleration and Detection
Yanglei Song, Georgios Fellouris
A novel sequential change detection problem is proposed, in which the goal is to not only detect but also accelerate the change. Specifically, it is assumed that the sequentially c…
Sequential multiple testing with generalized error control: an asymptotic optimality theory
Yanglei Song, Georgios Fellouris
The sequential multiple testing problem is considered under two generalized error metrics. Under the first one, the probability of at least mistakes, of any kind, is controlled…
Asymptotically optimal, sequential, multiple testing procedures with prior information on the number of signals
Yanglei Song, Georgios Fellouris
Assuming that data are collected sequentially from independent streams, we consider the simultaneous testing of multiple binary hypotheses under two general setups; when the number…