Spectral estimation for high-dimensional linear processes

Jamshid Namdari, Alexander Aue, Debashis Paul

We develop a random-matrix-based framework for estimating the latent joint spectral distribution of the coefficient matrices and innovation covariance of a class of high-dimensiona…