Empirical analysis of rough and classical stochastic volatility models to the SPX and VIX markets

SE Rømer - Quantitative Finance, 2022 - Taylor & Francis
We conduct an empirical analysis of rough and classical stochastic volatility models to the
SPX and VIX options markets. Our analysis focusses primarily on calibration quality and is …

[图书][B] Rough volatility

Since we will never really know why the prices of financial assets move, we should at least
make a faithful model of how they move. This was the motivation of Bachelier in 1900, when …

[图书][B] Malliavin calculus in finance: Theory and practice

E Alòs, DG Lorite - 2021 - taylorfrancis.com
Malliavin Calculus in Finance: Theory and Practice aims to introduce the study of stochastic
volatility (SV) models via Malliavin Calculus. Malliavin calculus has had a profound impact …

Deep PPDEs for rough local stochastic volatility

AJ Jacquier, M Oumgari - Available at SSRN 3400035, 2019 - papers.ssrn.com
We introduce the notion of rough local stochastic volatility models, extending the classical
concept to the case where volatility is driven by some Volterra process. In this setting, we …

Portfolio optimization in fractional and rough Heston models

N Bäuerle, S Desmettre - SIAM Journal on Financial Mathematics, 2020 - SIAM
We consider a fractional version of the Heston volatility model which is inspired by [H.
Guennoun et al., SIAM J. Financial Math,, 9 (2018), pp. 1017--1045]. Within this model we …

On smile properties of volatility derivatives: Understanding the VIX skew

E Alos, D García-Lorite, AM Gonzalez - SIAM journal on financial mathematics, 2022 - SIAM
We develop a method to study the implied volatility of exotic underlyings, with special focus
on volatility derivatives such as VIX options. Remarkably, our approach is flexible enough to …

Random neural networks for rough volatility

A Jacquier, Z Zuric - arXiv preprint arXiv:2305.01035, 2023 - arxiv.org
We construct a deep learning-based numerical algorithm to solve path-dependent partial
differential equations arising in the context of rough volatility. Our approach is based on …

On randomization of affine diffusion processes with application to pricing of options on vix and s&p 500

LA Grzelak - arXiv preprint arXiv:2208.12518, 2022 - arxiv.org
The class of Affine (Jump) Diffusion (AD) has, due to its closed form characteristic function
(ChF), gained tremendous popularity among practitioners and researchers. However, there …

Rough multifactor volatility for SPX and VIX options

A Jacquier, A Muguruza, A Pannier - arXiv preprint arXiv:2112.14310, 2021 - arxiv.org
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 …

On the discrete-time simulation of the rough Heston model

A Richard, X Tan, F Yang - SIAM Journal on Financial Mathematics, 2023 - SIAM
We study Euler-type discrete-time schemes for the rough Heston model, which can be
described by a stochastic Volterra equation (with non-Lipschitz coefficient functions) or by an …