Decomposition of time series into all possible components, i.e. trend, seasonal variations and irregular (random) variations. Two main groups of decomposition methods are distinguished: 1) mechanical methods like usual and centered moving averages; 2) analytical methods which include least squares method.

• Development trend
• Periodic fluctuations (seasonal)
• Random fluctuations