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MAPPING CURRENT STATE IN THE FIELD OF PREDICTION METHODS OF BUSINESS AND ECONOMIC CHARACTERISTICS ACROSS INDUSTRIES.

Authors :
HAŠKOVÁ, SIMONA
KUČERA, JIŘÍ
KUCHÁR, RÓBERT
Source :
Ad Alta: Journal of Interdisciplinary Research. Dec2022, Vol. 12 Issue 2, p46-52. 7p.
Publication Year :
2022

Abstract

The results of the prediction of business and economic characteristics provide valuable information to stakeholders (business owners and managers, investors, and shareholders). The aim of the paper is to provide a comprehensive overview on methods applied in practice for predicting significant business and economic variables. The research is structured into selected key industries for most of the world's economies. An extensive literary review of the scientific papers published over the last decade revealed that the most used prediction methods include ANN, GARCH combined with ARIMA. These are the methods strong enough to capture the specifics of the industries for the economic and business prediction purposes. The LSSVM and ARIMA methods are used separately to a lesser extent. The other methods were used mainly for the purpose of vali-dation of their predicting applicability. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18047890
Volume :
12
Issue :
2
Database :
Academic Search Index
Journal :
Ad Alta: Journal of Interdisciplinary Research
Publication Type :
Academic Journal
Accession number :
161294681
Full Text :
https://doi.org/10.33543/12024652