Seasonality
= Seasonality
Seasonality is systematic repetition at a calendar period. It can appear in a deterministic mean, in a periodic variance, or in dependence across seasons. A <seasonal difference operator> removes a fixed periodic mean but <seasonal differencing does not remove periodic variance>. A periodic-looking path alone does not prove a <nonstationary process>.