Structural change and dynamics of Pakistan stock market during crisis: A complex network perspective

BA Memon, H Yao - Entropy, 2019 - mdpi.com
We studied the cross-correlations in the daily closing prices of 181 stocks listed on the
Pakistan stock exchange (PSX) covering a time period of 2007–2017 to compute the …

Dynamic network topology and market performance: A case of the Chinese stock market

C Huang, X Zhao, R Su, X Yang… - International Journal of …, 2022 - Wiley Online Library
After the subprime mortgage crisis, plenty of abnormal market performance indicates that
financial markets can be regarded as complex systems and it's time to break through some …

Complex networks analysis in Iran stock market: The application of centrality

HE Moghadam, T Mohammadi, MF Kashani… - Physica A: Statistical …, 2019 - Elsevier
A big data set can often be illustrated by the nodes and edges of a big network. A large
volume of data is generally produced by the stock market, and complex networks can be …

Horizontal visibility graphs transformed from fractional Brownian motions: Topological properties versus the Hurst index

WJ Xie, WX Zhou - Physica A: Statistical Mechanics and its Applications, 2011 - Elsevier
Nonlinear time series analysis aims at understanding the dynamics of stochastic or chaotic
processes. In recent years, quite a few methods have been proposed to transform a single …

Causal relationship between the global foreign exchange market based on complex networks and entropy theory

G Cao, Q Zhang, Q Li - Chaos, solitons & fractals, 2017 - Elsevier
The foreign exchange (FX) market is a typical complex dynamic system under the
background of exchange rate marketization reform and is an important part of the financial …

A network analysis of the value migration process on the financial market. The effect of value migration network structure on stock returns

D Siudak - Expert Systems with Applications, 2022 - Elsevier
In this paper, I use the MST-Pathfinder approach to construct the value migration network
and then analyze the network's topological properties. This is the first attempt to build a …

Which stocks are profitable? A network method to investigate the effects of network structure on stock returns

K Chen, P Luo, B Sun, H Wang - Physica A: Statistical Mechanics and its …, 2015 - Elsevier
According to asset pricing theory, a stock's expected returns are determined by its exposure
to systematic risk. In this paper, we propose a new method for analyzing the interaction …

Characterizing emerging European stock markets through complex networks: From local properties to self-similar characteristics

P Caraiani - Physica A: Statistical Mechanics and its Applications, 2012 - Elsevier
We investigate the properties of the returns of the main emerging stock markets from Europe
by means of complex networks. We transform the series of daily returns into complex …

[PDF][PDF] The impact of COVID-19 on the topological properties of the Moroccan stock market network

F Bouhlal, MB Sedra - Investment Management And …, 2022 - businessperspectives.org
This paper investigates the topological evolution of the Casablanca Stock Exchange (СSE)
from the perspective of the Coronavirus 2019 (COVID-19) pandemic. Crosscorrelations …

Modeling the fluctuation patterns of monthly inbound tourist flows to China: A complex network approach

Y Guo, J Zhang, Y Yang, H Zhang - Asia Pacific Journal of Tourism …, 2015 - Taylor & Francis
A thorough understanding of the fluctuations of tourist flows provides useful insights
concerning the nature of tourist demand. This study aims to investigate the fluctuation …