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相关论文: Capturing Smile Dynamics with the Quintic Volatili…

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The quintic Ornstein-Uhlenbeck volatility model is a stochastic volatility model where the volatility process is a polynomial function of degree five of a single Ornstein-Uhlenbeck process with fast mean reversion and large vol-of-vol. The…

数理金融 · 定量金融 2023-05-10 Eduardo Abi Jaber , Camille Illand , Shaun , Li

We consider a stochastic volatility model which captures relevant stylized facts of financial series, including the multi-scaling of moments. The volatility evolves according to a generalized Ornstein-Uhlenbeck processes with super-linear…

概率论 · 数学 2017-07-07 Francesco Caravenna , Jacopo Corbetta

We consider the Fourier-Laplace transforms of a broad class of polynomial Ornstein-Uhlenbeck (OU) volatility models, including the well-known Stein-Stein, Sch\"obel-Zhu, one-factor Bergomi, and the recently introduced Quintic OU models…

数理金融 · 定量金融 2024-05-06 Eduardo Abi Jaber , Shaun , Li , Xuyang Lin

We provide explicit small-time formulae for the at-the-money implied volatility, skew and curvature in a large class of models, including rough volatility models and their multi-factor versions. Our general setup encompasses both European…

数理金融 · 定量金融 2023-11-15 Antoine Jacquier , Aitor Muguruza , Alexandre Pannier

We deal with a complex-valued Ornstein-Uhlenbeck (OU) process with parameter $\lambda\in\mathbb{R}$starting from a point different from 0 and the way that it winds around the origin.The starting point of this paper is the skew product…

概率论 · 数学 2014-12-24 Stavros Vakeroudis

We study the exponential Ornstein-Uhlenbeck stochastic volatility model and observe that the model shows a multiscale behavior in the volatility autocorrelation. It also exhibits a leverage correlation and a probability profile for the…

其他凝聚态物理 · 物理学 2008-12-02 Jaume Masoliver , Josep Perello

Fitting simultaneously SPX and VIX smiles is known to be one of the most challenging problems in volatility modeling. A long-standing conjecture due to Julien Guyon is that it may not be possible to calibrate jointly these two quantities…

数理金融 · 定量金融 2020-01-08 Jim Gatheral , Paul Jusselin , Mathieu Rosenbaum

The use of an Ornstein-Uhlenbeck (OU) process is ubiquitous in business, economics and finance to capture various price processes and evolution of economic indicators exhibiting mean-reverting properties. When structural changes happen,…

统计方法学 · 统计学 2017-05-30 Fuqi Chen , Rogemar Mamon , Matt Davison

In this article we study the asymptotic behaviour of the realized quadratic variation of a process $\int_{0}^{t}u_{s}dY_{s}^{(1)}$% , where $u$ is a $\beta$-H\"older continuous process with $\beta > 1-H$ and…

概率论 · 数学 2018-02-28 Salwa Bajja , Khalifa Es-Sebaiy , Lauri Viitasaari

We introduce the elliptical Ornstein-Uhlenbeck (OU) process, which is a generalisation of the well-known univariate OU process to bivariate time series. This process maps out elliptical stochastic oscillations over time in the complex…

统计方法学 · 统计学 2021-12-08 Adam M. Sykulski , Sofia C. Olhede , Hanna M. Sykulska-Lawrence

We revisit the ``Smile Dynamics'' problem, which consists in relating the implied leverage (i.e. the correlation of the at-the-money volatility with the returns of the underlying) and the skew of the option smile. The ratio between these…

统计金融 · 定量金融 2013-11-19 Vincent Vargas , Tung-Lam Dao , Jean-Philippe Bouchaud

We analyze the problem of the analytical characterization of the probability distribution of financial returns in the exponential Ornstein-Uhlenbeck model with stochastic volatility. In this model the prices are driven by a Geometric…

计算金融 · 定量金融 2009-11-13 Giacomo Bormetti , Valentina Cazzola , Guido Montagna , Oreste Nicrosini

We present an empirical study examining several claims related to option prices in rough volatility literature using SPX options data. Our results show that rough volatility models with the parameter $H \in (0,1/2)$ are inconsistent with…

数理金融 · 定量金融 2025-04-10 Eduardo Abi Jaber , Shaun , Li

We consider an Ornstein-Uhleneck (OU) process associated to self-normalised sums in i.i.d. symmetric random variables from the domain of attraction of $N(0, 1)$ distribution. We proved the self-normalised sums converge to the OU process (in…

概率论 · 数学 2013-02-04 Gopal K. Basak , Amites Dasgupta

The Ornstein-Uhlenbeck process is interpreted as Brownian motion in a harmonic potential. This Gaussian Markov process has a bounded variance and admits a stationary probability distribution, in contrast to the standard Brownian motion. It…

The correlated stochastic volatility models constitute a natural extension of the Black and Scholes-Merton framework: here the volatility is not a constant, but a stochastic process correlated with the price log-return one. At present,…

统计金融 · 定量金融 2008-12-02 E. Cisana , L. Fermi , G. Montagna , O. Nicrosini

We consider the problem of option pricing under stochastic volatility models, focusing on the linear approximation of the two processes known as exponential Ornstein-Uhlenbeck and Stein-Stein. Indeed, we show they admit the same limit…

证券定价 · 定量金融 2010-11-23 Giacomo Bormetti , Valentina Cazzola , Danilo Delpini

We present a stochastic volatility market model where volatility is correlated with return and is represented by an Ornstein-Uhlenbeck process. With this model we exactly measure the leverage effect and other stylized facts, such as mean…

凝聚态物理 · 物理学 2007-05-23 Josep Perello , Jaume Masoliver

We present small-time implied volatility asymptotics for Realised Variance (RV) and VIX options for a number of (rough) stochastic volatility models via large deviations principle. We provide numerical results along with efficient and…

数理金融 · 定量金融 2020-11-03 Chloe Lacombe , Aitor Muguruza , Henry Stone

The paper considers random motion of a point on the surface of a sphere, in the case where the angular velocity is determined by an Ornstein-Uhlenbeck process. The solution is fully characterized by only one dimensionless number, the…

流体动力学 · 物理学 2015-05-28 Michael Wilkinson , Alain Pumir
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