Trend, seasonality, cycles, and random variation . Since random variations follow no discernible pattern, they cannot be predicted, and thus are not forecast.
Read moreWhat are the main components of time series?
An observed time series can be decomposed into three components: the trend (long term direction), the seasonal (systematic, calendar related movements) and the irregular (unsystematic, short term fluctuations) .
Read more