Smith, Reginald (2008): The Spread of the Credit Crisis: View from a Stock Correlation Network. Published in: Journal of the Korean Physical Society , Vol. 54, No. June (No. 6) (15 June 2009): pp. 2460-2463.
This is the latest version of this item.
Preview |
PDF
MPRA_paper_15610.pdf Download (593kB) | Preview |
Abstract
The credit crisis roiling the world's financial markets will likely take years and entire careers to fully understand and analyze. A short empirical investigation of the current trends, however, demonstrates that the losses in certain markets, in this case the US equity markets, follow a cascade or epidemic flow like model along the correlations of various stocks. A few images and explanation here will suffice to show the phenomenon. Also, whether the idea of "epidemic" or a "cascade" is a metaphor or model for this crisis will be discussed.
Animations of the spread of the crisis are available at http://reggiesmithsci.googlepages.com/creditcrisis
Item Type: | MPRA Paper |
---|---|
Original Title: | The Spread of the Credit Crisis: View from a Stock Correlation Network |
Language: | English |
Keywords: | networks, econophysics, equities, stock market, correlation, credit crisis |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets G - Financial Economics > G1 - General Financial Markets > G10 - General |
Item ID: | 15610 |
Depositing User: | Reginald Smith |
Date Deposited: | 10 Jun 2009 06:07 |
Last Modified: | 28 Sep 2019 01:36 |
References: | JC Gower,“Some distance properties of latent root and vector methods used in multivariate analysis”, Biometrika, 53, 325 (1966). RC Mantegna,“Hierarchical structure in financial markets”, Eur. Phys. J. B, 11, 193 (1999). RN Mantegna & HE Stanley, An Introduction to Econophysics: Correlations and Complexity in Finance, Cambridge: Cambridge University Press, (1999). HJ Kim, IM Kim, Y Lee, & B Kahng, “Scale-free network in stock markets”, Journal of the Korean Physical Society, 40, 1105 (2002). HJ Kim, YK Lee, B Kahng, & IM Kim, “Weighted scalefree network in financial correlations”, Journal of the Physical Society of Japan, 71, 2133, 2002. J Cox,“Credit Crisis Timeline”, The University of Iowa Center International Finance and Development, retrieved October 17, 2008 (2008). XT Zhuang, ZF Min, & SY Chen, “Characteristic analysis of complex network for Shanghai Stock Market”, Journal of Northeastern University(Natural Science), 28, 1053 (2007) (in Chinese). L Ping & BH Wang, “A dynamic model of Heng Seng Index based on complex network eigenvectors”, Systems Engineering, 24, 73 (2006) (in Chinese). GB Oh & SH Kim, “Statistical properties of the returns of stock prices of international markets”, Journal of the Korean Physical Society, 48, 197 (2006). HH Jo & SY Kim, “Detrended fluctuation analysis in the Korean bond futures exchange market”, 49, 1691 (2006). WS Jung, O Kwon, JS Yang, & HT Moon, “Effects of globalization in the Korean financial market”, Journal of the Korean Physical Society, 48, 135 (2006). TG Andersen, T Bollerslev, FX Diebold, & H Ebens,“The distribution of realized stock return volatility”, J. of Financial Economics, 61, 43 (2001). F Black, “Studies of stock market volatility changes”, Proceedings of the American Statistical Association, Business and Economic Statistics Section, 177 (1976). JY Campbell & L Hentschel, “No news is good news: an asymmetric model of changing volatility in stock returns”, J. of Financial Economics, 31, 281 (1992). |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/15610 |
Available Versions of this Item
-
The Spread of the Credit Crisis: View from a Stock Correlation Network. (deposited 14 Jan 2009 06:55)
-
The Spread of the Credit Crisis: View from a Stock Correlation Network. (deposited 02 Mar 2009 00:13)
-
The Spread of the Credit Crisis: View from a Stock Correlation Network. (deposited 01 Jun 2009 07:03)
- The Spread of the Credit Crisis: View from a Stock Correlation Network. (deposited 10 Jun 2009 06:07) [Currently Displayed]
-
The Spread of the Credit Crisis: View from a Stock Correlation Network. (deposited 01 Jun 2009 07:03)
-
The Spread of the Credit Crisis: View from a Stock Correlation Network. (deposited 02 Mar 2009 00:13)