Volatility forecasting in practice: exploratory evidence from European hedge funds

TY - JOUR

T1 - Volatility forecasting in practice

T2 - exploratory evidence from European hedge funds

AU - Schreder, Max

PY - 2018/7

Y1 - 2018/7

N2 - This note provides survey evidence of volatility forecasting practices in a number of European hedge funds. Results confirm the academic consensus that option-implied volatility (IV) is a commonly used risk management and volatility forecasting tool among “sophisticated” investors, but also highlight the great popularity of simple historical models, whereas stochastic models are of lesser relevance. Sensible, market sentiment capturing forecasting solutions that reduce model complexity are not only demanded, but are also already implemented by a number of practitioners. The development of multi-model forecasting solutions that combine historical and IV information into a reliable predictor of volatility appears to be a promising path for research.

AB - This note provides survey evidence of volatility forecasting practices in a number of European hedge funds. Results confirm the academic consensus that option-implied volatility (IV) is a commonly used risk management and volatility forecasting tool among “sophisticated” investors, but also highlight the great popularity of simple historical models, whereas stochastic models are of lesser relevance. Sensible, market sentiment capturing forecasting solutions that reduce model complexity are not only demanded, but are also already implemented by a number of practitioners. The development of multi-model forecasting solutions that combine historical and IV information into a reliable predictor of volatility appears to be a promising path for research.

U2 - 10.1057/s41260-018-0082-y

DO - 10.1057/s41260-018-0082-y

M3 - Article

SN - 1470-8272

VL - 19

SP - 245

EP - 258

JO - Journal of Asset Management

JF - Journal of Asset Management

IS - 4

ER -