Media attention and Bitcoin prices
Sign Up to like & getrecommendations! Published in 2019 at "Finance Research Letters"
DOI: 10.1016/j.frl.2019.03.031
Abstract: We present a dual process diffusion model to examine whether Bitcoin prices behave with jumps attributed to informative signals derived from Twitter and Google Trends. The empirical results indicate that Bitcoin prices are partially driven… read more here.
Keywords: finance; bitcoin prices; media attention; attention bitcoin ... See more keywords
Examining the Psychological State Analysis Relationship Between Bitcoin Prices and COVID-19
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2021.647691
Abstract: The rapid worldwide spread of COVID-19 forced many countries to enforce complete lockdown and strict quarantine policies. The strict lockdown and quarantine affect the psychological state of people toward cryptocurrency. The current research aims to… read more here.
Keywords: psychological state; relationship bitcoin; bitcoin; bitcoin prices ... See more keywords
Predicting Bitcoin Prices Using Machine Learning
Sign Up to like & getrecommendations! Published in 2023 at "Entropy"
DOI: 10.3390/e25050777
Abstract: 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. Using daily data from 2nd of… read more here.
Keywords: bitcoin; machine; machine learning; prices using ... See more keywords