Search results for " COMPLEX NETWORK ANALYSIS"

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Complexity traits and synchrony of cryptocurrencies price dynamics

2021

AbstractIn this study, we characterized the dynamics and analyzed the degree of synchronization of the time series of daily closing prices and volumes in US$ of three cryptocurrencies, Bitcoin, Ethereum, and Litecoin, over the period September 1,2015–March 31, 2020. Time series were first mapped into a complex network by the horizontal visibility algorithm in order to revel the structure of their temporal characters and dynamics. Then, the synchrony of the time series was investigated to determine the possibility that the cryptocurrencies under study co-bubble simultaneously. Findings reveal similar complex structures for the three virtual currencies in terms of number and internal composit…

CryptocurrencyCryptocurrencyTime series0211 other engineering and technologies02 engineering and technologySynchronizationSettore SECS-P/06 - Economia ApplicataStability (probability)SynchronizationArticleSettore SECS-S/06 -Metodi Mat. dell'Economia e d. Scienze Attuariali e Finanz.Order (exchange)0202 electrical engineering electronic engineering information engineeringEconometricsC6PredictabilityC32D53Mathematics021103 operations researchSeries (mathematics)020208 electrical & electronic engineeringComplex networkVirtual currencyBITCOIN COMPLEX NETWORK ANALYSIS CRYPTOCURRENCY SYNCHRONIZATION TIME SERIESGeneral Economics Econometrics and FinanceComplex network analysisFinanceBitcoinDecisions in Economics and Finance
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