Multifractal analysis of financial markets: A review

ZQ Jiang, WJ **e, 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 …

Physics and financial economics (1776–2014): puzzles, Ising and agent-based models

D Sornette - Reports on progress in physics, 2014 - iopscience.iop.org
This short review presents a selected history of the mutual fertilization between physics and
economics—from Isaac Newton and Adam Smith to the present. The fundamentally different …

Crypto-currency bubbles: an application of the Phillips–Shi–Yu (2013) methodology on Mt. Gox bitcoin prices

A Cheung, E Roca, JJ Su - Applied Economics, 2015 - Taylor & Francis
The creation of bitcoin heralded the arrival of digital or crypto-currency and has been
regarded as a phenomenon. Since its introduction, it has experienced a meteoric rise in …

[HTML][HTML] Machine learning sentiment analysis, COVID-19 news and stock market reactions

M Costola, O Hinz, M Nofer, L Pelizzon - Research in International Business …, 2023 - Elsevier
The recent COVID-19 pandemic represents an unprecedented worldwide event to study the
influence of related news on the financial markets, especially during the early stage of the …

Dragon-kings: mechanisms, statistical methods and empirical evidence

D Sornette, G Ouillon - The European Physical Journal Special Topics, 2012 - Springer
This introductory article presents the special Discussion and Debate volume “From black
swans to dragon-kings, is there life beyond power laws?” We summarize and put in …

The oil price crash in 2014/15: Was there a (negative) financial bubble?

D Fantazzini - Energy Policy, 2016 - Elsevier
This paper suggests that there was a negative bubble in oil prices in 2014/15, which
decreased them beyond the level justified by economic fundamentals. This proposition is …

Real-time prediction of Bitcoin bubble crashes

M Shu, W Zhu - Physica A: Statistical Mechanics and its Applications, 2020 - Elsevier
In the past decade, Bitcoin as an emerging asset class has gained widespread public
attention because of their extraordinary returns in phases of extreme price growth and their …

A stable and robust calibration scheme of the log-periodic power law model

V Filimonov, D Sornette - Physica A: Statistical Mechanics and its …, 2013 - Elsevier
We present a simple transformation of the formulation of the log-periodic power law formula
of the Johansen–Ledoit–Sornette (JLS) model of financial bubbles that reduces it to a …

Financial markets of the LAC region: Does the crisis influence the financial integration?

R Dias, JV da Silva, A Dionísio - International Review of Financial Analysis, 2019 - Elsevier
This paper aims to analyse financial integration in the emerging markets of Latin America in
the context of the dot-com and subprime financial crises. To do so, different approaches …

Identifying bubbles and the contagion effect between oil and stock markets: New evidence from China

Z Zhao, H Wen, K Li - Economic Modelling, 2021 - Elsevier
This study employs six price series from international and Chinese crude oil markets and
Chinese stock market to test for bubbles. Based on the efficient market hypothesis and the …