Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
envelope is clearly non-linear. Multiplicative seasonality will likely not be the best fit for this data. We have modeled the variation in time of the 4-quarter seasonal component. Let’s take the output from the envelope model (F-tilde in the envelope-adjusted Fourier series formula) and multiply