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A hybrid forecasting model that combines the Hilbert-Huang Transform and Multivariate Adaptive Regression Splines

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HHT-MARS

A hybrid forecasting model that combines the Hilbert-Huang Transform and Multivariate Adaptive Regression Splines

Requirements

  • numpy
  • pandas/pandas-datareader
  • pyhht
  • sklearn
  • pyearth
  • xgboost
  • datetime
  • matplotlib

Out of Sample Results: alt text

Out of Sample Results (Zoomed in, With one day ahead forecast): alt text

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A hybrid forecasting model that combines the Hilbert-Huang Transform and Multivariate Adaptive Regression Splines

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