A review of two decades of correlations, hierarchies, networks and clustering in financial markets
We review the state of the art of clustering financial time series and the study of their
correlations alongside other interaction networks. The aim of the review is to gather in one …
correlations alongside other interaction networks. The aim of the review is to gather in one …
Effects of global financial crisis on network structure in a local stock market
This study considers the effects of the 2008 global financial crisis on threshold networks of a
local Korean financial market around the time of the crisis. Prices of individual stocks …
local Korean financial market around the time of the crisis. Prices of individual stocks …
[HTML][HTML] Correlation and network topologies in global and local stock indices
We examined how the correlation and network structure of the global indices and local
Korean indices have changed during years 2000–2012. The average correlations of the …
Korean indices have changed during years 2000–2012. The average correlations of the …
A financial network perspective of financial institutions' systemic risk contributions
WQ Huang, XT Zhuang, S Yao, S Uryasev - Physica A: Statistical …, 2016 - Elsevier
This study considers the effects of the financial institutions' local topology structure in the
financial network on their systemic risk contribution using data from the Chinese stock …
financial network on their systemic risk contribution using data from the Chinese stock …
Structural and topological phase transitions on the German Stock Exchange
We find numerical and empirical evidence for dynamical, structural and topological phase
transitions on the (German) Frankfurt Stock Exchange (FSE) in the temporal vicinity of the …
transitions on the (German) Frankfurt Stock Exchange (FSE) in the temporal vicinity of the …
Dynamic topology and allometric scaling behavior on the Vietnamese stock market
The impact of the Vietnamese financial crisis during 2011–2012 into the stock market was
revealed by a structural change of the minimum spanning tree (MST) constructed from the …
revealed by a structural change of the minimum spanning tree (MST) constructed from the …
State and network structures of stock markets around the global financial crisis
JW Lee, A Nobi - Computational Economics, 2018 - Springer
We consider the effects of the 2008 global financial crisis on the global stock market before,
during, and after the crisis. We generate complex networks from a cross-correlation matrix …
during, and after the crisis. We generate complex networks from a cross-correlation matrix …
Does network topology influence systemic risk contribution? A perspective from the industry indices in Chinese stock market
H Long, J Zhang, N Tang - PloS one, 2017 - journals.plos.org
This study considers the effect of an industry's network topology on its systemic risk
contribution to the stock market using data from the CSI 300 two-tier industry indices from the …
contribution to the stock market using data from the CSI 300 two-tier industry indices from the …
Dynamic asset trees in the US stock market: Structure variation and market phenomena
WQ Huang, S Yao, XT Zhuang, Y Yuan - Chaos, Solitons & Fractals, 2017 - Elsevier
In this work, employing a moving window to scan through every stock price time series over
a period from 2 January 1986 to 20 October 2015, we use cross-correlations to measure the …
a period from 2 January 1986 to 20 October 2015, we use cross-correlations to measure the …
The evolution of foreign exchange market: A network view
D Zhang, Y Zhuang, P Tang, Q Han - Physica A: Statistical Mechanics and …, 2022 - Elsevier
By analyzing the foreign exchange market data of various currencies, we investigate the
topology of correlation networks among 45 major currencies using the minimal spanning …
topology of correlation networks among 45 major currencies using the minimal spanning …