Dynamics, behaviours, and anomaly persistence in cryptocurrencies and equities surrounding COVID-19

N James - Physica A: Statistical Mechanics and Its Applications, 2021 - Elsevier
This paper uses new and recently introduced methodologies to study the similarity in the
dynamics and behaviours of cryptocurrencies and equities surrounding the COVID-19 …

Changes to the extreme and erratic behaviour of cryptocurrencies during COVID-19

N James, M Menzies, J Chan - Physica A: Statistical Mechanics and its …, 2021 - Elsevier
This paper introduces new methods for analysing the extreme and erratic behaviour of time
series to evaluate the impact of COVID-19 on cryptocurrency market dynamics. Across 51 …

Collective correlations, dynamics, and behavioural inconsistencies of the cryptocurrency market over time

N James, M Menzies - Nonlinear Dynamics, 2022 - Springer
This paper introduces new methods to study behaviours among the 52 largest
cryptocurrencies between 01-01-2019 and 30-06-2021. First, we explore evolutionary …

Structural breaks and trend awareness-based interaction in crypto markets

Ş Telli, H Chen - Physica A: Statistical Mechanics and its Applications, 2020 - Elsevier
This study aims to test multiple structural breaks using Bai-Perron methodology for the crypto
markets. We analyze return and volatility (proxied by absolute and squared returns) series of …

The impact of COVID-19 pandemic upon stability and sequential irregularity of equity and cryptocurrency markets

S Lahmiri, S Bekiros - Chaos, Solitons & Fractals, 2020 - Elsevier
We explore the evolution of the informational efficiency in 45 cryptocurrency markets and 16
international stock markets before and during COVID-19 pandemic. The measures of …

On stylized facts of cryptocurrencies returns and their relationship with other assets, with a focus on the impact of COVID-19

A Cremaschini, A Punzo, E Martellucci… - Applied …, 2023 - Taylor & Francis
This study provides an empirical analysis on the main univariate and multivariate stylized
facts iin return series of the two of the largest cryptocurrencies, namely Ethereum and …

Age and market capitalization drive large price variations of cryptocurrencies

AAB Pessa, M Perc, HV Ribeiro - Scientific Reports, 2023 - nature.com
Cryptocurrencies are considered the latest innovation in finance with considerable impact
across social, technological, and economic dimensions. This new class of financial assets …

Outliers and time-varying jumps in the cryptocurrency markets

A Dutta, E Bouri - Journal of Risk and Financial Management, 2022 - mdpi.com
We examine the presence of outliers and time-varying jumps in the returns of four major
cryptocurrencies (Bitcoin, Ethereum, Ripple, Dogecoin, Litecoin), and a broad …

Dynamic interdependence of cryptocurrency markets: An analysis across time and frequency

S Qureshi, M Aftab, E Bouri, T Saeed - Physica A: Statistical Mechanics and …, 2020 - Elsevier
The extreme price swings and complexity in cryptocurrency markets drives multifarious
research into co-movements, in both time and frequency, among cryptocurrencies. In this …

Discontinuous movements and asymmetries in cryptocurrency markets

K Gkillas, P Katsiampa, C Konstantatos… - The European Journal …, 2022 - Taylor & Francis
This paper proposes a novel asymmetric jump model for modeling interactions in
discontinuous movements in asset prices. Given the jump behavior and high volatility levels …