Showing 1 - 10 of 165
quadratic variation consists of a continuous and a jump component. This paper is about inference on the jump part of the … multipower variation in the presence of jumps. Second, this paper presents new, consistent estimators for the jump part of the …
Persistent link: https://www.econbiz.de/10005440041
This paper studies the effect of time–inhomogeneous jumps and leverage type effects on realised variance calculations …–maximumlikelihood setup to draw inference on the model parameters. In order to do that, this paper introduces a new methodology for deriving …
Persistent link: https://www.econbiz.de/10005440052
This paper introduces the concept of stochastic volatility of volatility in continuous time and, hence, extends standard stochastic volatility (SV) models to allow for an additional source of randomness associated with greater variability in the data. We discuss how stochastic volatility of...
Persistent link: https://www.econbiz.de/10005025510
with in-fill asymptotic arguments for uniquely identifying the "large" jumps from the data. The estimation allows for very …
Persistent link: https://www.econbiz.de/10008565811
idiosyncratic jumps, together with conventional long-span asymptotics and Extreme Value Theory (EVT) approximations for consistently … portfolio, we find that the distributions of the systematic and idiosyncratic jumps are both generally heavy-tailed and not … necessarily symmetric. Our estimates also point to the existence of strong dependencies between the market-wide jumps and the …
Persistent link: https://www.econbiz.de/10008677227
A two-step estimation method of stochastic volatility models is proposed: In the first step, we estimate the (unobserved) instantaneous volatility process using the estimator of Kristensen (2010, Econometric Theory 26). In the second step, standard estimation methods for fully observed diffusion...
Persistent link: https://www.econbiz.de/10008677955
of asset prices. We derive jump robust inference for pre-averaging estimators, corresponding feasible central limit … interval length. Moreover, we investigate the dependence of pre-averaging based inference on the sampling scheme, the sampling … frequency, microstructure noise properties as well as the occurrence of jumps. As a result of a detailed empirical study we …
Persistent link: https://www.econbiz.de/10008490350
probability measure from "medium" size jumps in high-frequency intraday prices and an extreme value theory approximation for the …
Persistent link: https://www.econbiz.de/10004980201
This paper considers the performance of different long-memory dynamic models when forecasting volatility in the stock market using implied volatility as an exogenous variable in the information set. Observed volatility is separated into its continuous and jump components in a framework that...
Persistent link: https://www.econbiz.de/10008462019
We develop novel methods for estimation and filtering of continuous-time models with stochastic volatility and jumps …
Persistent link: https://www.econbiz.de/10010892068