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Portfolio Selection with Narrow Framing: Probability Weighting Matters

Enrico G. De Giorgi
University of St. Gallen - Department of Economics; University of Lugano - Institute of Finance; Swiss Finance Institute

Shane Legg
University of Lugano (USI); University College London - Gatsby Computational Neuroscience Unit


June 9, 2009

Swiss Finance Institute Research Paper No. 09-25

Abstract:     
This paper extends the model with narrow framing suggested by Barberis and Huang (2009) to also account for probability weighting and a convex-concave value function in the specification of cumulative prospect theory preferences on narrowly framed assets. We show that probability weighting is needed in order that investors reduce their holding of narrowly framed risky assets in the presence of negative skewness and high Sharpe ratios, which are typical characteristics of stock index returns. The model with framing and probability weighting can thus explain the stock participation puzzle under realistic assumptions on stock market returns. We also show that a convex-concave value function generates wealth effects that are consistent with empirical observations on stock market participation. Finally, we address the asset pricing implications of probability weighting in the model with narrow framing and show that in the case of negative skewness the equity premium of narrowly framed assets is much higher than when probability weighting is not taken into account.

Keywords: Narrow framing, cumulative prospect theory, probability weighting function, negative skewness, simulation methods

JEL Classifications: D1, D8, G11, G12

Working Paper Series

Date posted: June 03, 2009 ; Last revised: July 10, 2009

Suggested Citation

De Giorgi, Enrico G. and Legg, Shane, Portfolio Selection with Narrow Framing: Probability Weighting Matters (June 9, 2009). Swiss Finance Institute Research Paper No. 09-25. Available at SSRN: http://ssrn.com/abstract=1413087


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Contact Information

Enrico G. De Giorgi (Contact Author)
University of St. Gallen - Department of Economics ( email )
Institute of Mathematics and Statistics
Bodanstrasse 6
CH-9000 St. Gallen Switzerland
University of Lugano - Institute of Finance ( email )
via Buffi 13
Lugano 6900
Switzerland
+41 +58 6664677 (Phone)
+41 +58 6664647 (Fax)
Swiss Finance Institute ( email )
Boulevard du Pont-d'Arve 40
1211 Geneva CH-6900
Switzerland
Shane Legg
University of Lugano (USI) ( email )
Via Lambertenghi 10 A
Lugano CH-6904
Switzerland
University College London - Gatsby Computational Neuroscience Unit ( email )
Alexandra House
17 Queen Square
London WC1N 3AR
United Kingdom
Feedback to SSRN (Beta)


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