ABSTRACT
Harmonic regression provides the basic background and introduction to methods of cyclical time series modeling and spectral theory for stationary time series analysis. These topics are covered here. Spectral analysis, particularly that based on traditional nonparametric statistical approaches, is widely applied to time series data processing in the physical and engineering sciences. Spectral theory, nonparametric methods, and relationships with parametric time series models are also discussed in this chapter.
