Multifractal analysis of Fintech market
Multifractal analysis of Fintech market
오갑진(Chosun University)
84권 11호, 898~906쪽
초록
In this paper, we delve into the intricate nonlinear dynamics of the FinTech market by clearly quantifying its multifractal characteristics, with a particular emphasis on the disruptions caused by the COVID-19 pandemic. We examined the return time series data of four pivotal FinTech indices: the Alternative Finance Index, the Democratized Banking Index, the Distributed Ledger Index, and the Future Payments Index, each representing a fundamental aspect of the FinTech ecosystem. Our analysis uncovers pronounced multifractal spectrum features within these indices, indicating a complex interplay of factors infuencing their market behaviors. To assess the impact of the COVID-19 crisis, we conducted a comparative analysis of the multifractality in these time series before and after the onset of the pandemic. This methodical comparison reveals a signifcant intensifcation of multifractal behaviors across all FinTech indices under study during the period infuenced by COVID-19. Our fndings underscore the signifcant impact of the COVID-19 crisis on the complex nonlinear characteristics of fnancial markets, particularly highlighting its pronounced efects on the rapidly evolving FinTech sector.
Abstract
In this paper, we delve into the intricate nonlinear dynamics of the FinTech market by clearly quantifying its multifractal characteristics, with a particular emphasis on the disruptions caused by the COVID-19 pandemic. We examined the return time series data of four pivotal FinTech indices: the Alternative Finance Index, the Democratized Banking Index, the Distributed Ledger Index, and the Future Payments Index, each representing a fundamental aspect of the FinTech ecosystem. Our analysis uncovers pronounced multifractal spectrum features within these indices, indicating a complex interplay of factors infuencing their market behaviors. To assess the impact of the COVID-19 crisis, we conducted a comparative analysis of the multifractality in these time series before and after the onset of the pandemic. This methodical comparison reveals a signifcant intensifcation of multifractal behaviors across all FinTech indices under study during the period infuenced by COVID-19. Our fndings underscore the signifcant impact of the COVID-19 crisis on the complex nonlinear characteristics of fnancial markets, particularly highlighting its pronounced efects on the rapidly evolving FinTech sector.
- 발행기관:
- 한국물리학회
- 분류:
- 물리학