The hypothesis test for autocorrelation in a time series is a two- tail test because we only test for the presence of positive autocorrelation.

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The hypothesis test for autocorrelation, such as the Durbin-Watson test, can detect both positive and negative autocorrelation, hence it is not limited to testing only for the presence of positive autocorrelation.

The Hypothesis Test for Autocorrelation in a Time Series Is