Moving averages and Decomposition

This chapter covers moving averages and the three main decomposition techniques for splitting a time series into trend-cycle, seasonal and remainder components, all using the Norwegian employment series from the lecture:

• Moving averages
• Classical decomposition
• Statistics agencies: X11 and SEATS
• STL: Seasonal and Trend decomposition using Loess