Spectral Analysis

Spectral-analysis forecasting models are effective at filtering noise out of cyclical data. For example, spectral analysis can pull seasonal patterns out from data that also have a strong monthly pattern. The seasonality would be otherwise difficult to see.

Spectral analysis forecasting methods include:

  • Lowpass filter
  • Spectral noise filter
  • Formant frequency

Other forecasting methods include: