I. Silin

Canonical thresholding for nonsparse high-dimensional linear regression

Jianqing Fan, I. Silin, 2020, The Annals of Statistics.

Finite sample Bernstein-von Mises theorems for functionals and spectral projectors of the covariance matrix

I. Silin, 2017, 1712.03522.

Hypothesis testing for eigenspaces of covariance matrix

Jianqing Fan, I. Silin, 2020, 2002.09810.

Bayesian inference for spectral projectors of the covariance matrix

V. Spokoiny, I. Silin, 2017, 1711.11532.

CANONICAL THRESHOLDING FOR NON-SPARSE HIGH-DIMENSIONAL LINEAR REGRESSION.

Jianqing Fan, I. Silin, 2020, Annals of statistics.