A Triginometric Seasonal Component Model and its Application to Time Series with Two Types of Seasonality

Autor:	Kitagawa, G.
Rok vydání:	2024
Předmět:	Statistics - Methodology 62M10(Primary) 62P12(Secondary)
Druh dokumentu:	Working Paper
Popis:	A finite trigonometric series model for seasonal time series is considered in this paper. This component model is shown to be useful, in particular, for the modeling of time series with two types of seasonality, a long-period and a short period. This component model is also shown to be effective in the case of ordinary seasonal time series with only one seasonal component, if the seasonal pattern is simple and can be well represented by a small number of trigonometric components. As examples, electricity demand data, bi-hourly temperature data, CO2 data, and two economic time series are considered. The last section summarizes the findings from the emperical studies. Comment: 24 pages, 8 tables, 16 figures
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2407.04933 Zobrazit plný text záznamu View this record from Arxiv