Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/82803
Title: Cluster fusion-fission dynamics in the Singapore stock exchange
Authors: Teh, Boon Kin
Cheong, Siew Ann
Keywords: Statistical and Nonlinear Physics
Issue Date: 2015
Source: Teh, B. K., & Cheong, S. A. (2015). Cluster fusion-fission dynamics in the Singapore stock exchange. The European Physical Journal B, 88(10), 263-.
Series/Report no.: The European Physical Journal B
Abstract: In this paper, we investigate how the cross-correlations between stocks in the Singapore stock exchange (SGX) evolve over 2008 and 2009 within overlapping one-month time windows. In particular, we examine how these cross-correlations change before, during, and after the Sep–Oct 2008 Lehman Brothers Crisis. To do this, we extend the complete-linkage hierarchical clustering algorithm, to obtain robust clusters of stocks with stronger intracluster correlations, and weaker intercluster correlations. After we identify the robust clusters in all time windows, we visualize how these change in the form of a fusion-fission diagram. Such a diagram depicts graphically how the cluster sizes evolve, the exchange of stocks between clusters, as well as how strongly the clusters mix. From the fusion-fission diagram, we see a giant cluster growing and disintegrating in the SGX, up till the Lehman Brothers Crisis in September 2008 and the market crashes of October 2008. After the Lehman Brothers Crisis, clusters in the SGX remain small for few months before giant clusters emerge once again. In the aftermath of the crisis, we also find strong mixing of component stocks between clusters. As a result, the correlation between initially strongly-correlated pairs of stocks decay exponentially with average life time of about a month. These observations impact strongly how portfolios and trading strategies should be formulated.
URI: https://hdl.handle.net/10356/82803
http://hdl.handle.net/10220/40349
ISSN: 1434-6028
DOI: 10.1140/epjb/e2015-60456-y
Rights: © 2015 EDP Sciences, Societa Italiana di Fisica. This is the author created version of a work that has been peer reviewed and accepted for publication in The European Physical Journal B, published by Springer-Verlag on behalf of EDP Sciences, Societa Italiana di Fisica. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.1140/epjb/e2015-60456-y].
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:SPMS Journal Articles

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