When performing a hypothesis test for the presence of positive autocorrelation, the null hypothesis states that positive autocorrelation is not present in the time series.

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The null hypothesis in a test for positive autocorrelation typically states that there is no positive autocorrelation present, meaning that the series' observations are not related to one another in a positively correlated manner over time.

When Performing a Hypothesis Test for the Presence of Positive