The application of harmonic models in forecasting based on high frequency time series in condition of lack of full information Cover Image

Wykorzystanie oszczędnych modeli harmonicznych w prognozowaniu na podstawie szeregów czasowych o wysokiej częstotliwości w warunkach braku pełnej info
The application of harmonic models in forecasting based on high frequency time series in condition of lack of full information

Author(s): Jan Zawadzki, Maria Szmuksta-Zawadzka
Subject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: high frequency data; harmonic models; seasonal fluctuations; missing data

Summary/Abstract: This paper is devoted to application time series models to modeling and forecasting of variables with compound cyclical fluctuations. In this models, year, week and daily frequencies are described by statistical significant sine and cosine components. Theoretical consideration is illustrated by an empirical example, in which inter- and extrapolative forecasting of demand for electricity in half-hour periods with selected variant of nonsystematic gaps is presented.

  • Issue Year: 2013
  • Issue No: 309
  • Page Range: 261-277
  • Page Count: 17
  • Language: Polish