SYMULACYJNE BADANIE WPŁYWU WYSTĘPOWANIA LUK SYSTEMATYCZNYCH W SZEREGU CZASOWYM DLA DANYCH DZIENNYCH NA DOKŁADNOŚĆ PROGNOZ
THE SIMULATION ANALYSIS OF THE IMPACT OF THE SYSTEMATIC GAPS IN THE DAILY TIME SERIES ON ACCURACY OF FORECASTS
Author(s): Maciej OesterreichSubject(s): Economy
Published by: Szkoła Główna Gospodarstwa Wiejskiego w Warszawie
Keywords: high frequency time series; complex seasonal fluctuations; systematic gaps; forecasting; time series models
Summary/Abstract: In the paper was presented the simulation analysis of the impact of systematic gaps on the accuracy of inter- and extrapolative forecasts for daily time series. To forecasts construction were used classical time series model, in which a weekly and an annual seasonality was described by dummy variables. The analysed variable was daily sale of liquid fuels in liters in petrol station X in years 2012-2014. Data in years 2012-2013 were used in model construction and year 2014 was a period of empirical validation of forecasts. Eleven different variants of systematic gaps were examined. Calculations were made using the R statistical environment and the Statsoft Statistica12.
Journal: Metody Ilościowe w Badaniach Ekonomicznych
- Issue Year: XVIII/2017
- Issue No: 2
- Page Range: 293-303
- Page Count: 11
- Language: Polish