STL vs Moving Average Decomposition
Both STL and moving averages decompose time series — but they behave very differently.
Moving Average Decomposition
- Simple and fast
- Less flexible
STL Decomposition
- Handles changing seasonality
- Robust to outliers
Both STL and moving averages decompose time series — but they behave very differently.