Temporal autocorrelation (Serial Correlation)
Serial dependence changes the information in a time series. Positive and negative dependence can affect uncertainty in opposite directions.
-
-
Seasonal Lag
The value from the same season one period ago. Where it appears in the ACF, what seasonal differencing does with it, and why it is expensive in data.