Local Whittle estimation of high-dimensional long-run variance and precision matrices

Changryong Baek, Marie-Christine Düker, Vladas Pipiras

This work develops non-asymptotic theory for estimation of the long-run variance matrix and its inverse, the so-called precision matrix, for high-dimensional time series under gene…