Discussion of “High-dimensional autocovariance matrices and optimal linear prediction”

Abstract

I propose new ACF and PACF plots based on the autocovariance estimators of McMurry and Politis. I also show that the forecasting methods they propose perform poorly compared to some relatively simple autoregression algorithms already available.