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We develop tests for deciding whether a large cross‐section of asset prices obey an exact factor structure at the times of factor jumps. Such jump dependence is implied by standard linear factor models. Our inference is based on a panel of asset returns with asymptotically increasing...
Persistent link: https://www.econbiz.de/10012042424
Rough volatility models have recently been empirically shown to provide a good fit to historical volatility time series … and implied volatility smiles of SPX options. They are continuous-time stochastic volatility models, whose volatility … a semimartingale nor a Markov process, there is no unified method that not only applies to all rough volatility models …
Persistent link: https://www.econbiz.de/10013322922
We develop a comprehensive mathematical framework for polynomial jump-diffusions in a semimartingale context, which nest affine jump-diffusions and have broad applications in finance. We show that the polynomial property is preserved under polynomial transformations and Lévy time change. We...
Persistent link: https://www.econbiz.de/10011874871
Reformulating the results of del Baño Rollin, Ferreiro-Castilla, and Utzet (2010), we are able to give necessary and sufficient conditions for the moments of the stock price to exist and extend Theorem 2.1 of Forde and Jacquier (2011). Precisely Forde and Jacquier (2011) provide necessary...
Persistent link: https://www.econbiz.de/10013108844
a standard argument from large deviation theory …
Persistent link: https://www.econbiz.de/10013092673
Stochastic volatility models have grown in popularity in the past decade or two. However, for many stochastic … volatility models, the functional form of volatility along with the description of the diffusion process for volatility have been … improves and that a more general specification for the stock price and volatility processes may be necessary. This leads to an …
Persistent link: https://www.econbiz.de/10013223270
In this paper we study the stochastic area swept by a regular time-homogeneous diffusion till a stopping time. This unifies some recent literature in this area. Through stochastic time change we establish a link between the stochastic area and the stopping time of another associated...
Persistent link: https://www.econbiz.de/10013072263
)), which have applications in mathematical biology and queueing theory. We propose a generic probabilistic method for deriving …
Persistent link: https://www.econbiz.de/10012995244
This paper develops a method to select the threshold in threshold-based jump detection methods. The method is motivated by an analysis of threshold-based jump detection methods in the context of jump-diffusion models. We show that over the range of sampling frequencies a researcher is most...
Persistent link: https://www.econbiz.de/10011524214
contribution of this paper is twofold. First, it provides a bivariate asymptotic limit theory for realised variance and realised … asymptotic variance of the estimation bias. Eventually, this leads to a feasible asymptotic theory which is applicable in … practice. Finally, Monte Carlo studies reveal a good finite sample performance of the proposed feasible limit theory …
Persistent link: https://www.econbiz.de/10012708910