Time Series Analysis, Time Series Forecasting, Data Science, Noise Reduction, Signal Processing.
This is why we call this method a ‘decomposition’. We are decomposing our series into a set of components. More than that, the first IMFs will hold the noisiest signals while the latter ones will present a more deterministic component as we will see below. Now, let’s code that up. For that, we will