Robust estimation of the scale and of the autocovariance function of Gaussian short and long-range dependent processes

Céline Lévy-Leduc, Hélène Boistard, Eric Moulines +2

A desirable property of an autocovariance estimator is to be robust to the presence of additive outliers. It is well-known that the sample autocovariance, being based on moments, d…