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A new expression for the characteristic function of log-spot in Heston model is presented. This expression more clearly exhibits its properties as an analytic characteristic function and allows us to compute the exact domain of the moment…

We consider a stochastic volatility asset price model in which the volatility is the absolute value of a continuous Gaussian process with arbitrary prescribed mean and covariance. By exhibiting a Karhunen-Lo\`{e}ve expansion for the…

数理金融 · 定量金融 2017-02-08 Archil Gulisashvili , Frederi Viens , Xin Zhang

In [Precise Asymptotics for Robust Stochastic Volatility Models; Ann. Appl. Probab. 2021] we introduce a new methodology to analyze large classes of (classical and rough) stochastic volatility models, with special regard to short-time and…

计算金融 · 定量金融 2021-09-30 Peter K. Friz , Paul Gassiat , Paolo Pigato

We investigate relaxation and correlations in a class of mean-reverting models for stochastic variances. We derive closed-form expressions for the correlation functions and leverage for a general form of the stochastic term. We also discuss…

统计金融 · 定量金融 2024-04-12 M. Dashti Moghaddam , Zhiyuan Liu , R. A. Serota

In this note, we derive the characteristic function expansion for logarithm of the underlying asset price in corrected Heston model as proposed by Fouque and Lorig.

计算金融 · 定量金融 2013-10-15 Ankush Agarwal

Using the large deviation principle (LDP) for a re-scaled fractional Brownian motion $B^H_t$ where the rate function is defined via the reproducing kernel Hilbert space, we compute small-time asymptotics for a correlated fractional…

证券定价 · 定量金融 2021-03-17 Martin Forde , Hongzhong Zhang

A major drawback of the Standard Heston model is that its implied volatility surface does not produce a steep enough smile when looking at short maturities. For that reason, we introduce the Stationary Heston model where we replace the…

数理金融 · 定量金融 2020-07-13 Vincent Lemaire , Thibaut Montes , Gilles Pagès

We consider a stochastic volatility model with L\'evy jumps for a log-return process $Z=(Z_{t})_{t\geq 0}$ of the form $Z=U+X$, where $U=(U_{t})_{t\geq 0}$ is a classical stochastic volatility process and $X=(X_{t})_{t\geq 0}$ is an…

证券定价 · 定量金融 2012-02-23 J. E. Figueroa-López , R. Gong , C. Houdré

In this paper, we consider three stochastic-volatility models, each characterized by distinct dynamics of instantaneous volatility: (1) a CIR process for squared volatility (i.e., the classical Heston model); (2) a mean-reverting lognormal…

证券定价 · 定量金融 2025-10-14 V. Perederiy

Generating realistic synthetic option prices requires implied volatility as an input, yet implied volatility is itself derived from observed option prices, creating a circular dependency that limits synthetic data for machine-learning and…

计算金融 · 定量金融 2026-05-15 Julia Sun , Zheyu Jin , Jiawei Zhang , Jeffrey D. Varner

We introduce a novel stochastic volatility model where the squared volatility of the asset return follows a Jacobi process. It contains the Heston model as a limit case. We show that the joint density of any finite sequence of log returns…

数理金融 · 定量金融 2018-10-31 Damien Ackerer , Damir Filipović , Sergio Pulido

This paper presents an algorithm for a complete and efficient calibration of the Heston stochastic volatility model. We express the calibration as a nonlinear least squares problem. We exploit a suitable representation of the Heston…

计算金融 · 定量金融 2016-05-27 Yiran Cui , Sebastian del Baño Rollin , Guido Germano

In the compagnion paper [Marginal density expansions for diffusions and stochastic volatility, part I] we discussed density expansions for multidimensional diffusions $(X^1,...,X^d)$, at fixed time $T$ and projected to their first $l$…

概率论 · 数学 2013-05-30 J. D. Deuschel , P. K. Friz , A. Jacquier , S. Violante

We consider an asset whose risk-neutral dynamics are described by a general class of local-stochastic volatility models and derive a family of asymptotic expansions for European-style option prices and implied volatilities. Our implied…

计算金融 · 定量金融 2014-12-01 Matthew Lorig , Stefano Pagliarani , Andrea Pascucci

In the Vasicek credit portfolio model, tail risk is driven primarily by the asset-correlation parameter, yet empirically is subject to correlation risk. We propose a stochastic correlation extension of the Vasicek framework in which the…

风险管理 · 定量金融 2026-03-06 Dhruv Bansal , Mayank Goud , Sourav Majumdar

We derive a small-time expansion for out-of-the-money call options under an exponential Levy model, using the small-time expansion for the distribution function given in Figueroa-Lopez & Houdre (2009), combined with a change of num\'eraire…

证券定价 · 定量金融 2011-12-15 Jose E. Figueroa-Lopez , Martin Forde

We reconcile rough volatility models and jump models using a class of reversionary Heston models with fast mean reversions and large vol-of-vols. Starting from hyper-rough Heston models with a Hurst index $H \in (-1/2,1/2)$, we derive a…

数理金融 · 定量金融 2024-09-13 Eduardo Abi Jaber , Nathan De Carvalho

This paper investigates asymptotically optimal importance sampling (IS) schemes for pricing European call options under the Heston stochastic volatility model. We focus on two distinct rare-event regimes where standard Monte Carlo methods…

数理金融 · 定量金融 2025-11-26 Yun-Feng Tu , Chuan-Hsiang Han

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

In this paper, we relax the power parameter of instantaneous variance and develop a new stochastic volatility plus jumps model that generalize the Heston model and 3/2 model as special cases. This model has two distinctive features. First,…

数理金融 · 定量金融 2017-03-20 Wei Lin , Shenghong Li , Shane Chern