Моделювання динаміки ринку криптовалют з використанням інструментів машинного навчання

The article analyzes the dynamics of the cryptocurrency market (Bitcoin) using econometric estimation tools based on machine learning models. The forecasting method is improved based on time series decomposition and lagged shifts of financial indicators. An ensemble of short-term forecast models for...

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Bibliographic Details
Date:2023
Main Authors: Martjanov, Dmytro, Vyklyuk, Yaroslav, Fleychuk, Mariya
Format: Article
Language:Ukrainian
Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2023
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Online Access:http://journal.iasa.kpi.ua/article/view/283237
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Journal Title:System research and information technologies

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System research and information technologies