Portfolio Symmetry and Momentum

Monica Billio, Ludovic Calès and Dominique Guegan ()
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Dominique Guegan: Centre d'Economie de la Sorbonne - Paris School of Economics, https://cv.archives-ouvertes.fr/dominique-guegan

Documents de travail du Centre d'Economie de la Sorbonne from Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne

Abstract: This paper presents a theorical framework to model the evolution of a portfolio whose weights vary over time. Such a portfolio is called a dynamic portfolio. In a first step, considering a given investment policy, we define the set of the investable portfolios. Then, considering portfolio vicinity in terms of turnover, we represent the investment policy as a graph. It permits us to model the evolution of a dynamic portfolio as a stochastic process in the set of the investable portfolios. Our first model for the evolution of a dynamic portfolio is a random walk on the graph corresponding to the investment policy chosen. Next, using graph theory and quantum probability, we compute the probabilities for a dynamic portfolio to be in the different regions of the graph. The resulting distribution is called spectral distribution. It depends on the geometrical properties of the graph and thus in those of the investment policy. The framework is next applied to an investment policy similar to the Jeegadeesh and Titman's momentum strategy [JT1993]. We define the optimal dynamic portfolio as the sequence of portfolios, from the set of the investable portfolios, which gives the best returns over a respective sequence of time periods. Under the assumption that the optimal dynamic portfolio follows a random walk, we can compute its spectral distribution. We found then that the strategy symmetry is a source of momentum

Keywords: Graph theory; momentum; dynamic portfolio; quantum probability; spectral analysis (search for similar items in EconPapers)
JEL-codes: C14 C44 (search for similar items in EconPapers)
Pages: 23 pages
Date: 2009-02, Revised 2009-11
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Downloads: (external link)
ftp://mse.univ-paris1.fr/pub/mse/CES2009/09003.pdf (application/pdf)

Related works:
Journal Article: Portfolio symmetry and momentum (2011)
Working Paper: Portfolio Symmetry and Momentum (2011)
Working Paper: Portfolio Symmetry and Momentum (2011)
Working Paper: Portfolio Symmetry and Momentum (2011)
Working Paper: Portfolio Symmetry and Momentum (2009)
Working Paper: Portfolio Symmetry and Momentum (2009)
Working Paper: Portfolio Symmetry and Momentum (2009)
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Persistent link: https://EconPapers.repec.org/RePEc:mse:cesdoc:09003

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