Results 11 to 20 of about 39,133 (240)
Predicting Bitcoin Prices Using Machine Learning
Entropy, 2023 In this paper we predict Bitcoin movements by utilizing a machine-learning framework. We compile a dataset of 24 potential explanatory variables that are often employed in the finance literature.
Athanasia Dimitriadou, A. Gregoriou
semanticscholar +1 more source
Has COVID-19 Changed the Hedge Effectiveness of Bitcoin?
Frontiers in Public Health, 2021 The Bitcoin market has become a research hotspot after the outbreak of Covid-19. In this paper, we focus on the relationships between the Bitcoin spot and futures.
Yinpeng Zhang, Panpan Zhu, Yingying Xu
doaj +1 more source
Diversification evidence of bitcoin and gold from wavelet analysis
Financial Innovation, 2023 To measure the diversification capability of Bitcoin, this study employs wavelet analysis to investigate the coherence of Bitcoin price with the equity markets of both the emerging and developed economies, considering the COVID-19 pandemic and the recent
Rubaiyat Ahsan Bhuiyan +2 more
semanticscholar +1 more source
Social Science Research Network, 2022 This paper examines return and volatility connectedness between Bitcoin, traditional financial assets (Crude Oil, Gold, Stocks, Bonds, and the United States Dollar-USD), and major global uncertainty measures (the Economic Policy Uncertainty-EPU, the ...
Ahmed H. Elsayed +2 more
semanticscholar +1 more source
The time-varying causal relationship between the Bitcoin market and internet attention
Financial Innovation, 2021 The increasing attention on Bitcoin since 2013 prompts the issue of possible evidence for a causal relationship between the Bitcoin market and internet attention.
Xun Zhang +3 more
doaj +1 more source
Bitcoin as a Safe-Haven Asset and a Medium of Exchange
Axioms, 2022 A monetary model is established to introduce that bitcoin does have the characteristics of a price rise when the economic situation is terrible under high risk aversion.
Yu Yan, Yiming Lei, Yiming Wang
doaj +1 more source
HBTBD: A Heterogeneous Bitcoin Transaction Behavior Dataset for Anti-Money Laundering
Applied Sciences, 2023 In this paper, we predict money laundering in Bitcoin transactions by leveraging a deep learning framework and incorporating more characteristics of Bitcoin transactions.
Jialin Song, Yijun Gu
doaj +1 more source
Frontiers in Environmental Science, 2022 The aim of this study is to gauge the impact of global economic policy uncertainty and natural resource prices, that is, oil prices and gold prices, on Bitcoin returns by using monthly data spanning from May 2013 to December 2021.
Maoyu Dai +2 more
doaj +1 more source
The study of bubbles in bitcoin behavior [PDF]
Banks and Bank Systems, 2019 Bitcoin is an online communication system that facilitates the use of virtual currency, including electronic payments. This paper aims at analyzing the behavior of Bitcoin returns as a proposal for future currencies while making a comparison between ...
Usama Adnan Fendi +3 more
doaj +1 more source
The Bitcoin Halving Cycle Volatility Dynamics and Safe Haven-Hedge Properties: A MSGARCH Approach
Mathematics, 2023 This paper introduces a unique perspective towards Bitcoin safe haven and hedge properties through the Bitcoin halving cycle. The Bitcoin halving cycle suggests that Bitcoin price movement follows specific sequences, and Bitcoin price movement is ...
Jireh Yi-Le Chan +4 more
doaj +1 more source