Arbeitspapier

Risk-adjusted option-implied moments

Option-implied moments, like implied volatility, contain useful information about an underlying asset's return distribution, but are derived under the risk-neutral probability measure. This paper shows how to convert risk-neutral moments into the corresponding physical ones. The main theoretical result expresses moments under the physical probability measure in terms of observed option prices and the preferences of a representative investor. Based on this result, we investigate several empirical questions. We show that a model of a representative investor with CRRA utility can explain the variance risk premium for the S&P500 index but fails to capture variance and skewness risk premiums simultaneously. Moreover, we present methods to estimate forward-looking market risk premiums and investors' disappointment aversion implied in market prices.

Language
Englisch

Bibliographic citation
Series: CFR Working Paper ; No. 14-07

Classification
Wirtschaft
Contingent Pricing; Futures Pricing; option pricing
Financial Forecasting and Simulation
Model Construction and Estimation
Forecasting Models; Simulation Methods
Subject
option-implied moments
risk adjustment
variance risk premium
market risk premium
disappointment aversion

Event
Geistige Schöpfung
(who)
Brinkmann, Felix
Korn, Olaf
Event
Veröffentlichung
(who)
University of Cologne, Centre for Financial Research (CFR)
(where)
Cologne
(when)
2014

Handle
Last update
10.03.2025, 11:43 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Brinkmann, Felix
  • Korn, Olaf
  • University of Cologne, Centre for Financial Research (CFR)

Time of origin

  • 2014

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