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Autocorrelation (serial correlation) is the correlation of a series of data with itself at some lag. This is an important topic in time series analysis.
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votes
How to estimate the autocorrelation function?
It doesn't seem that there are any better alternatives out there. While there is bias in relying on sample mean and variance, the bias will be anticipated to be quite small, if you have enough data.Th …