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Empirical Pricing Kernels and Investor Preferences

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Author Info
Kai Detlefsen
Wolfgang Härdle
Rouslan Moro

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Abstract

This paper analyzes empirical market utility functions and pricing kernels derived from the DAX and DAX option data for three market regimes. A consistent parametric framework of stochastic volatility is used. All empirical market utility functions show a region of risk proclivity that is reproduced by adopting the hypothesis of heterogeneous individual investors whose utility functions have a switching point between bullish and bearish attitudes. The inverse problem of finding the distribution of individual switching points is formulated in the space of stock returns by discretization as a quadratic optimization problem. The resulting distributions vary over time and correspond to different market regimes.

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Publisher Info
Paper provided by Sonderforschungsbereich 649, Humboldt University, Berlin, Germany in its series SFB 649 Discussion Papers with number SFB649DP2007-017.

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Length: 37 pages
Date of creation: Apr 2007
Date of revision:
Handle: RePEc:hum:wpaper:sfb649dp2007-017

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Related research
Keywords: Utility function; Pricing Kernel; Behavioral Finance; Risk Aversion; Risk Proclivity; Heston model.;

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Find related papers by JEL classification:
G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General

This paper has been announced in the following NEP Reports:

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Enzo Weber, 2007. "Who Leads Financial Markets?," SFB 649 Discussion Papers SFB649DP2007-015, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
    Other versions:
  2. Enzo Weber, 2007. "Volatility and Causality in Asia Pacific Financial Markets," SFB 649 Discussion Papers SFB649DP2007-004, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
  3. Enzo Weber, 2007. "What Happened to the Transatlantic Capital Market Relations?," SFB 649 Discussion Papers SFB649DP2007-014, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
  4. Andreas Thams, 2007. "Fiscal Policy Rules in Practice," SFB 649 Discussion Papers SFB649DP2007-016, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
    Other versions:
  5. Mee Young Park & Trevor Hastie, 2007. "L," Journal Of The Royal Statistical Society Series B, Royal Statistical Society, vol. 69(4), pages 659-677. [Downloadable!] (restricted)
  6. Ronald Bachmann & Michael C. Burda, 2007. "Sectoral Transformation, Turbulence, and Labour Market Dynamics in Germany," SFB 649 Discussion Papers SFB649DP2007-008, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
    Other versions:
  7. Harald Uhlig, 2007. "Explaining Asset Prices with External Habits and Wage Rigidities in a DSGE Model," SFB 649 Discussion Papers SFB649DP2007-003, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
    Other versions:
  8. Thorsten Vogel, 2007. "Union Wage Compression in a Right-to-Manage Model," SFB 649 Discussion Papers SFB649DP2007-009, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
  9. Dirk Bethmann & Michael Kvasnicka, 2007. "Uncertain Paternity, Mating Market Failure, and the Institution of Marriage," SFB 649 Discussion Papers SFB649DP2007-013, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
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  10. Oliver Volckart, 2007. "Rules, Discretion or Reputation? Monetary Policies and the Efficiency of Financial Markets in Germany, 14th to 16th Centuries," SFB 649 Discussion Papers SFB649DP2007-007, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Yuri Golubev & Wolfgang Härdle & Roman Timonfeev, 2008. "Testing Monotonicity of Pricing Kernels," SFB 649 Discussion Papers SFB649DP2008-001, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
  2. Wolfgang Härdle & Volker Krätschmer & Rouslan Moro, 2009. "A Microeconomic Explanation of the EPK Paradox," SFB 649 Discussion Papers SFB649DP2009-010, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
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