Xianyang Zhang

activity

20152026

most citedTwo sample inference for the second-order property of temporally dependent functional data

32 citations · 56 across the 24 of their papers we have counts for

collaborators

Showing 2016Show all

2 papers · 1 filter

stat.ME2016

Testing mutual independence in high dimension via distance covariance

Shun Yao, Xianyang Zhang, Xiaofeng Shao

In this paper, we introduce a $L_{2}$ type test for testing mutual independence and banded dependence structure for high dimensional data. The test is constructed based on…

math.ST2016

Simultaneous Inference for High-dimensional Linear Models

Xianyang Zhang, Guang Cheng

This paper proposes a bootstrap-assisted procedure to conduct simultaneous inference for high dimensional sparse linear models based on the recent de-sparsifying Lasso estimator (v…