TY - JOUR
T1 - Dynamic structure of the US financial systems
AU - Khashanah, Khaldoun
AU - Miao, Linyan
PY - 2011/10/4
Y1 - 2011/10/4
N2 - This paper empirically investigates the structural evolution of the US financial systems. It particularly aims to explore if the structure of the financial systems changes when the economy enters a recession. The empirical analysis is conducted through the statistical approach of principal components analysis (PCA) and the graph theoretic approach of minimum spanning trees (MSTs). The PCA results suggest that the VIX was the dominant factor influencing the financial system prior to the recession; however, the monetary policy represented by the three-month T-bill yield became the leading factor in the system during the recession. By analyzing the MSTs, we find evidence that the structure of the financial system during the economic recession is substantially different from that during the period of economic expansion. Moreover, we discover that the financial markets are more integrated during the economic recession. The much stronger integration of the financial system was found to start right before the advent of the recession. Research findings will help individuals, institutions, regulators, central bankers better understand the market structure under the economic turmoil, so more efficient strategies can be used to minimize the systemic risk. This study compares the structure of the US financial markets in economic expansion and contraction periods. The structural dynamics of the financial system are explored, focusing on the recent economic recession triggered by the US subprime mortgage crisis. We introduce a new systemic risk measure.
AB - This paper empirically investigates the structural evolution of the US financial systems. It particularly aims to explore if the structure of the financial systems changes when the economy enters a recession. The empirical analysis is conducted through the statistical approach of principal components analysis (PCA) and the graph theoretic approach of minimum spanning trees (MSTs). The PCA results suggest that the VIX was the dominant factor influencing the financial system prior to the recession; however, the monetary policy represented by the three-month T-bill yield became the leading factor in the system during the recession. By analyzing the MSTs, we find evidence that the structure of the financial system during the economic recession is substantially different from that during the period of economic expansion. Moreover, we discover that the financial markets are more integrated during the economic recession. The much stronger integration of the financial system was found to start right before the advent of the recession. Research findings will help individuals, institutions, regulators, central bankers better understand the market structure under the economic turmoil, so more efficient strategies can be used to minimize the systemic risk. This study compares the structure of the US financial markets in economic expansion and contraction periods. The structural dynamics of the financial system are explored, focusing on the recent economic recession triggered by the US subprime mortgage crisis. We introduce a new systemic risk measure.
KW - Financial systems
KW - Minimum spanning tree
KW - Principal components analysis
KW - Recession
KW - System of systems
KW - United States of America
UR - http://www.scopus.com/inward/record.url?scp=84992954279&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84992954279&partnerID=8YFLogxK
U2 - 10.1108/10867371111171564
DO - 10.1108/10867371111171564
M3 - Article
AN - SCOPUS:84992954279
SN - 1086-7376
VL - 28
SP - 321
EP - 339
JO - Studies in Economics and Finance
JF - Studies in Economics and Finance
IS - 4
ER -