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Paper: Adding Art to Your Portfolio: A New Risk Assessment Framework

31 de julio del 2023


Autores/Authors: Ventura Charlin, Arturo Cifuentes

 

Abstract:

This article presents a new framework to evaluate the merits of an art investment that differs substantially from previous studies. First, it assumes that the investor already holds a portfolio consisting of more traditional assets and is planning to add art to it. This is far more realistic than the usual academic set up in which it is assumed that the investor is planning to deploy a given amount of cash among many assets, one of which is art. Second, the approach departs from the traditional Markowitz’s mean-variance framework in two important ways: (i) the efficient frontier is constructed based on cumulative returns, rather than average returns, and risk is assessed via potential losses and not volatility; and (ii) it relies on a semi-parametric approach to generate synthetic data based on the Gaussian copula and historic returns. Finally, an alternative risk metric, based on losses and not volatility, is introduced. The usefulness of this framework is demonstrated with an example based on art sales auction data.

Keywords:  Art, art investment, portfolio management

Fecha de Publicación (online/ahead of print): 31 Julio, 2023.

Revista: The Journal of Wealth Management Fall 2023, Vol 26 ( 2) 67 - 82

DOI: 10.3905/jwm.2023.1.217

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Research Papers and Notes

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Finanzas

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Centro Latinoamericano de Políticas Económicas y Sociales, CLAPES UC
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Ventura Charlin

Ph.D. in Quantitative and Computational Methods in Psychology (Applied Statistics & Psychometrics), University of Southern California, Los Angeles. M.S. in Finance, Zicklin School of Business (Baruch College), New York. https://vc-consult.com/

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Arturo Cifuentes

Ing. Civil, U. de Chile; Ph.D. en Mecánica Aplicada, Caltech; MBA en Finanzas, NYU https://arturocifuentes.com
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