Functions for computing autocovariance and autocorrelation of a sample.
Compute the autocovariance of a sample, i.e. the covariance of the sample against a shifted version of itself.
Compute the autocorrelation function of a sample, and the upper and lower bounds of confidence intervals for each element.
Note: The calculation of the 95% confidence interval assumes a stationary Gaussian process.