Robustness of Stable Volatility Strategies
53 Pages Posted: 4 Dec 2014 Last revised: 13 May 2015
Date Written: April 29, 2015
The paper analyzes the robustness of stable volatility strategies, i.e. strategies in which the portfolio weight of the stock is inversely proportional to its local volatility. These strategies are optimal for a CRRA investor if the stock follows a diffusion process, the expected excess return is proportional to its volatility, and the hedging demand is zero. We assess the performance of stable volatility strategies when these restrictive assumptions do not hold, in particular, when the risk premium is not proportional to volatility and when the stock price is subject to jumps. We find that stable volatility strategies are indeed robust or close to robust under a maxmin decision rule. In addition to our theoretical results, we perform a simulation analysis to evaluate strategies that scale the portfolio weight by the volatility, variance or a constant portfolio weight, and also analyze the strategies using empirical excess returns. Both analyses confirm the robustness of stable volatility strategies.
Keywords: Stable volatility strategies, jump diffusion processes, model risk, robustness, performance evaluation
JEL Classification: G11, G12
Suggested Citation: Suggested Citation