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Information × Registration Number 0222U002565, 0119U101056 , R & D reports Title The time series analysis and forecasting software complex development popup.stage_title Head Baybuz Oleg H., Доктор технічних наук Registration Date 14-02-2022 Organization Oles Honchar Dnipro National University popup.description2  The scientific work goal is to research the existing time series forecasting models. To develop new or improve existing forecasting methods based on spline regression. To develop a software package to obtain better results of forecasting, which would contain a block of preliminary time series analysis in order to identify the trend, seasonal fluctuations and emissions; would allow the series smoothing and replacing the outliers with more acceptable values; forecast future values using both classical statistical models and more modern, so-called structural models. Research methods – time series operational analysis methods, methods of time series forecasting. The novelty is the development of new and improvement of existing methods of forecasting time series based on spline regressions. The software complex of the time series analysis and forecasting was developed based on the proposed methods. Scope: decision-making support for forecasting economic and environmental time series with structural changes. Product Description popup.authors Yemel'yanenko Tetyana Georgiyivna Antonenko Svitlana V Biloborodko Oksana I Karpov Illia A Mashchenko Leonid V Polonska Anna Ye popup.nrat_date 2022-03-09 Close