Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
which matches the variations you can see in the data set plot at the top of this article. Beyond multiplicative seasonality The envelope, as we will see below, will model the amplitude of seasonal components in a way that’s definitely better than simply adding a fixed-amplitude seasonality to the