TY - JOUR
T1 - Sector dominance ratio analysis of financial markets
AU - Uechi, Lisa
AU - Akutsu, Tatsuya
AU - Stanley, H. Eugene
AU - Marcus, Alan J.
AU - Kenett, Dror Y.
PY - 2015/3/1
Y1 - 2015/3/1
N2 - In this paper we present a new measure to investigate the functional structure of financial markets, the Sector Dominance Ratio (SDR). We study the information embedded in raw and partial correlations using random matrix theory (RMT) and examine the evolution of economic sectoral makeup on a yearly and monthly basis for four stock markets, those of the US, UK, Germany and Japan, during the period from January 2000 to December 2010. We investigate the information contained in raw and partial correlations using the sector dominance ratio and its variation over time. The evolution of economic sectoral activities can be discerned through the largest eigenvectors of both raw correlation and partial correlation matrices. We find a characteristic change of the largest eigenvalue from raw and partial correlations and the SDR that coincides with sharp breaks in asset valuations. Finally, we propose the SDR as an indicator for changes in VIX indexes.
AB - In this paper we present a new measure to investigate the functional structure of financial markets, the Sector Dominance Ratio (SDR). We study the information embedded in raw and partial correlations using random matrix theory (RMT) and examine the evolution of economic sectoral makeup on a yearly and monthly basis for four stock markets, those of the US, UK, Germany and Japan, during the period from January 2000 to December 2010. We investigate the information contained in raw and partial correlations using the sector dominance ratio and its variation over time. The evolution of economic sectoral activities can be discerned through the largest eigenvectors of both raw correlation and partial correlation matrices. We find a characteristic change of the largest eigenvalue from raw and partial correlations and the SDR that coincides with sharp breaks in asset valuations. Finally, we propose the SDR as an indicator for changes in VIX indexes.
KW - Financial markets
KW - Market structure
KW - Sector dominance ratio
UR - http://www.scopus.com/inward/record.url?scp=84919608463&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84919608463&partnerID=8YFLogxK
U2 - 10.1016/j.physa.2014.11.055
DO - 10.1016/j.physa.2014.11.055
M3 - Article
AN - SCOPUS:84919608463
SN - 0378-4371
VL - 421
SP - 488
EP - 509
JO - Physica A: Statistical Mechanics and its Applications
JF - Physica A: Statistical Mechanics and its Applications
ER -