Quantitative limit theorems and bootstrap approximations for empirical spectral projectors

Moritz Jirak, Martin Wahl

Given finite i.i.d.~samples in a Hilbert space with zero mean and trace-class covariance operator $\Sigma$, the problem of recovering the spectral projectors of $\Sigma$ naturally arises in…