A Complete Introduction To Time Series Analysis (with R):: Estimation of the ACF

Sample estimator of the autocovariance function

Last time, we saw how to estimate the trend of any time series along with meaningful statistical properties such as unbiasedness and variance. This time, we will now proceed to build solid statistical estimates of the ACVF and ACF.

Asymptotic behaviour of the sample ACVF and sample ACF