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Information × Registration Number 0119U101056, ( 0222U002565  ) R & D request Title The time series analysis and forecasting software complex development Head Baybuz Oleg H., Доктор технічних наук Registration Date 07-03-2019 Organization Oles Honchar Dnipro National University popup.description1 The scientific work goal is to research the existing time series forecasting models in detail. To develop new or improve existing forecasting methods based on Markov models. To develop a software package to obtain better results of economic indicators 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; predict future values of a series using both classical statistical models and more modern, so-called structural models; would allow the construction of a combined forecast obtained by using several models that are most suitable for a given sequence. popup.nrat_date 2024-12-10 Close