Estimation of the autocovariance function with missing observations

Natalia Bahamonde, Paul Doukhan, Eric Moulines

We propose a novel estimator of the autocorrelation function in presence of missing observations. We establish the consistency, the asymptotic normality, and we derive deviation bo…