Nonlinear Fluctuations in the Cryptocurrency Market: The Modern Approaches to Analysis and Forecasting

Nonlinear Fluctuations in the Cryptocurrency Market: The Modern Approaches to Analysis and Forecasting

This article presents a comprehensive study of modern methods for analyzing and forecasting cryptocurrency market dynamics. The author examines the evolution of the cryptocurrency market from a niche technological innovation to a significant segment of the global financial system, characterized by h...

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Bibliographic Details
Main Author: Kochorba Valeriia Yu.
Format: Article
Language:English
Published: PH "INZHEK" 2025-06-01
Series:Problemi Ekonomiki
Subjects:
cryptocurrency
bitcoin
ethereum
price forecasting
volatility
machine learning
lstm
arima
garch
market dynamics
financial markets
blockchain
digital assets
investment risks
time series
artificial intelligence
financial modeling
swot analys
Online Access:https://www.problecon.com/export_pdf/problems-of-economy-2025-2_0-pages-166_175.pdf
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https://www.problecon.com/export_pdf/problems-of-economy-2025-2_0-pages-166_175.pdf

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