Modeling Seasonal Time Series

Abstract

The paper studies the seasonal time series as elements of a (finite dimensional) Hilbert space and proves that it is always better to consider a trend together with a seasonal component even the time series seams not to has one. We give a formula that determines the seasonal component in function of the considered trend that permits to compare the different kind of trends.

Keywords

• Seasonal time series
• Model
• Regressor