Negative autocorrelation occurs when a time series exhibits a pattern in which an increase in one observation tends to be followed by a decrease in subsequent observations, and vice versa. This means that the values of the series are inversely related at different time lags, suggesting a systematic oscillation or alternating pattern over time.
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