Yixi Ding

works on

bootstrap methods 1 gaussian approximation 1 high-dimensional inference 1 multiplier bootstrap 1 order statistics 1

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math.ST2026

Gaussian Multiplier Bootstrap Procedure for the $k$ th Largest Coordinate of High-Dimensional Statistics

Yixi Ding, Qizhai Li, Yuke Shi +2

The paper develops Gaussian multiplier bootstrap techniques for estimating the distribution of the kth largest coordinate (or top‑k order statistics) in high‑dimensional settings,…

math.ST2026

Gaussian Approximations for the $k$ th coordinate of sums of random vectors

Yixi Ding, Qizhai Li, Yuke Shi +1

We consider the problem of Gaussian approximation for the $I^º$ th coordinate of a sum of high-dimensional random vectors. Such a problem has been studied previously for $I^º = 1$ (i.e.…

Gaussian Multiplier Bootstrap Procedure for the kth Largest Coordinate of High-Dimensional Statistics

Gaussian Approximations for the kth coordinate of sums of random vectors

Gaussian Multiplier Bootstrap Procedure for the $k$ th Largest Coordinate of High-Dimensional Statistics

Gaussian Approximations for the $k$ th coordinate of sums of random vectors