New frontiers for ARCH models

R Engle - Journal of applied econometrics, 2002 - Wiley Online Library
In the 20 years following the publication of the ARCH model, there has been a vast quantity
of research uncovering the properties of competing volatility models. Wide‐ranging …

Stock returns and volatility: Pricing the short‐run and long‐run components of market risk

T Adrian, J Rosenberg - The journal of Finance, 2008 - Wiley Online Library
We explore the cross‐sectional pricing of volatility risk by decomposing equity market
volatility into short‐and long‐run components. Our finding that prices of risk are negative and …

Dynamics of implied volatility surfaces

R Cont, J Da Fonseca - Quantitative finance, 2002 - iopscience.iop.org
The prices of index options at a given date are usually represented via the corresponding
implied volatility surface, presenting skew/smile features and term structure which several …

Volatility in crude oil futures: A comparison of the predictive ability of GARCH and implied volatility models

P Agnolucci - Energy Economics, 2009 - Elsevier
The WTI future contract quoted at the NYMEX is the most actively traded instrument in the
energy sector. This paper compares the predictive ability of two approaches which can be …

[BOOK][B] Semiparametric modeling of implied volatility

MR Fengler - 2005 - books.google.com
Yet that weakness is also its greatest strength. People like the model because they can
easily understand its assumptions. The model is often good as a? rst approximation, and if …

Improving volatility prediction and option valuation using VIX information: A volatility spillover GARCH model

Z Pan, Y Wang, L Liu, Q Wang - Journal of Futures Markets, 2019 - Wiley Online Library
We develop a new generalized autoregressive conditional heteroskedasticity (GARCH)
model that accounts for the information spillover between two markets. This model is used to …

VIX valuation and its futures pricing through a generalized affine realized volatility model with hidden components and jump

Q Wang, Z Wang - Journal of Banking & Finance, 2020 - Elsevier
In this paper, we provide several theoretically relevant and empirically significant
improvements to the general affine realized volatility (GARV) model of Christoffersen et …

Forecasting foreign exchange volatility: Why is implied volatility biased and inefficient? And does it matter?

CJ Neely - Journal of International Financial Markets, Institutions …, 2009 - Elsevier
Research has consistently found that implied volatility is a conditionally biased predictor of
realized volatility across asset markets. This paper evaluates explanations for this bias in the …

A comparative analysis of the predictive power of implied volatility indices and GARCH forecasted volatility

SR Bentes - Physica A: Statistical Mechanics and its Applications, 2015 - Elsevier
This paper examines the accuracy of implied volatility and GARCH forecasted volatility to
predict the behavior of realized volatility. The methodology adopted addresses the …

[PDF][PDF] The nobel memorial prize for Robert F. Engle

FX Diebold - 2004 - nber.org
I review and interpret two of Robert Engle's most important contributions: the theory and
application of cointegration, and the theory and application of dynamic volatility models. I …