A multifractal approach for stock market inefficiency

L Zunino, BM Tabak, A Figliola, DG Pérez… - Physica A: Statistical …, 2008 - Elsevier
In this paper, the multifractality degree in a collection of developed and emerging stock
market indices is evaluated. Empirical results suggest that the multifractality degree can be …

Multifractal structure in Latin-American market indices

L Zunino, A Figliola, BM Tabak, DG Pérez… - Chaos, Solitons & …, 2009 - Elsevier
We study the multifractal nature of daily price and volatility returns of Latin-American stock
markets employing the multifractal detrended fluctuation analysis. Comparing with the …

Analysis of stock market efficiency during crisis periods in the US stock market: Differences between the global financial crisis and COVID-19 pandemic

SY Choi - Physica A: Statistical Mechanics and Its Applications, 2021 - Elsevier
In this study, we test the efficient market hypothesis for a number of sectors in the US stock
market during the COVID-19 pandemic to identify its effects on individual sectors. To test this …

Asymmetric multifractality, comparative efficiency analysis of green finance markets: A dynamic study by index-based model

X Zhuang, D Wei - Physica A: Statistical Mechanics and its Applications, 2022 - Elsevier
In this paper, we comprehensively investigate the multifractal scaling behavior and efficiency
of green finance markets, conventional equity indices and crude oil by index-based …

Analysis of the efficiency and multifractality of gold markets based on multifractal detrended fluctuation analysis

Y Wang, Y Wei, C Wu - Physica A: Statistical Mechanics and its …, 2011 - Elsevier
In this paper, we investigate the efficiency and multifractality of a gold market based on
multifractal detrended fluctuation analysis. Our evidence shows that the gold return series …

Multifractal analysis of financial markets: A review

ZQ Jiang, WJ Xie, WX Zhou… - Reports on Progress in …, 2019 - iopscience.iop.org
Multifractality is ubiquitously observed in complex natural and socioeconomic systems.
Multifractal analysis provides powerful tools to understand the complex nonlinear nature of …

An analysis of stock market efficiency: Developed vs Islamic stock markets using MF-DFA

SAR Rizvi, G Dewandaru, OI Bacha, M Masih - Physica A: Statistical …, 2014 - Elsevier
An efficient market has been theoretically proven to be a key component for effective and
efficient resource allocation in an economy. This paper incorporates econophysics with …

Are clean energy stocks efficient? Asymmetric multifractal scaling behaviour

SJH Shahzad, E Bouri, GM Kayani, RM Nasir… - Physica A: Statistical …, 2020 - Elsevier
We examine the multifractal scaling behaviour and weak form market efficiency of clean
energy stock indices using an asymmetric MF-DFA. We find asymmetric multifractality in the …

Stock market efficiency analysis using long spans of data: A multifractal detrended fluctuation approach

AK Tiwari, GC Aye, R Gupta - Finance Research Letters, 2019 - Elsevier
This paper investigates the multifractality and efficiency of stock markets in eight developed
(Canada, France, Germany, Italy, Japan, Switzerland, UK and USA) and two emerging (India …

Analysis of market efficiency for the Shanghai stock market over time

Y Wang, L Liu, R Gu, J Cao, H Wang - Physica A: Statistical Mechanics and …, 2010 - Elsevier
In this paper, we analyze market efficiency for the Shanghai stock market over time using a
model-free method known as multifractal detrended fluctuation analysis. Through analyzing …