We provide clear-cut evidence for economically and statistically significant multivariate jumps (multi-jumps) occurring simultaneously in stock prices by using a novel nonparametric test based on smoothed estimators of integrated variances. Detecting multi-jumps in a panel of liquid stocks is...

We provide nonparametric methods for stochastic volatility modeling. Our methods allow for the joint evaluation of return and volatility dynamics with nonlinear drift and diffusion functions, nonlinear leverage effects, and jumps in returns and volatility with possibly state-dependent jump...

Even moderate amounts of zero returns in financial data, associated with stale prices, are heavily detrimental for reliable jump inference. We harness staleness-robust estimators to re-appraise the statistical features of jumps in financial markets. We find that jumps are much less frequent and...

Drift and volatility are two mainsprings of asset price dynamics. While volatilities have been studied extensively in the literature, drifts are commonly believed to be impossible to estimate and largely ignored in the literature. This paper shows how to detect drift using realized...

A novel closed-form pricing formula for short-maturity options is employed to jointly identifyequity characteristics (spot volatility, spot leverage, and spot volatility of volatility) which havebeen the focus of large, but separate, strands of the literature. Interpreting equity as a call...

In this paper the dynamics underlying the Epps effect (Epps, 1979) are investigated. Using Monte Carlo simulations and the analysis of high frequency foreign exchange rate and stock price data, it is shown that the Epps effect is mainly due to two reasons: the non-synchronicity of price...

The valuation of financial instruments in which both credit risk and interest rate risk are taken into account is an outstanding task for financial institutions. In this paper, we propose an affine-reduced model to deal with this topic. We show that this model offers analytical tractability as...

We first propose a reduced-form model in discrete time for Samp;P500 volatility showing that the forecasting performance of a volatility model can be significantly improved by introducing a persistent leverage effect with a long-range dependence similar to that of volatility itself. We also find...

We reconstruct the level-dependent diffusion coefficient of a univariate semimartingale with jumps which is observed discretely. The consistency and asymptotic normality of our estimator are provided in presence of both finite and infinite activity (finite variation) jumps. Our results rely on...