Fast Non-Asymptotic Testing And Support Recovery For Large Sparse Toeplitz Covariance Matrices

Nayel Bettache, Cristina Butucea, Marianne Sorba

We consider $n$ independent $p$-dimensional Gaussian vectors with covariance matrix having Toeplitz structure. We test that these vectors have independent components against a stat…