Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
seasonal components Let’s pick the 4-quarter seasonal component. As seen in the spectrogram above, its envelope is very noisy, so we could fit a linear model (let’s call it the envelope model) on the order=2 trend of the envelope, on the train data with model.fit(), to smooth the envelope, and then