Time Series Analysis, Time Series Forecasting, Data Science, Noise Reduction, Signal Processing.
decomposition will improve the prediction we can achieve with Taken’s Embedding Theorem and will also allow us to model the stochastic component separately. The main idea here is to analyze the phase spectrum of the IMFs generated by the Empirical Mode Decomposition method applied to the time