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By using a probabilistic technique based on the exponential change of measure we find a precise tail asymptotic behavior of some perpetuities with distributions close to the Dickman distribution.

概率论 · 数学 2026-04-17 Alexander Iksanov , Oleh Iksanov

This article concerns the tail probabilities of a light-tailed Markov-modulated L\'evy process stopped at a state-dependent Poisson rate. The tails are shown to decay exponentially at rates given by the unique positive and negative roots of…

概率论 · 数学 2021-10-26 Brendan K. Beare , Won-Ki Seo , Alexis Akira Toda

A new theory for pricing options of a stock is presented. It is based on the assumption that while successive variations in return are uncorrelated, the frequency with which a stock is traded depends on the value of the return. The solution…

统计力学 · 物理学 2008-12-10 Gemunu H. Gunaratne , Joseph L. McCauley

We study an extension of the Heston stochastic volatility model that incorporates rough volatility and jump clustering phenomena. In our model, named the rough Hawkes Heston stochastic volatility model, the spot variance is a rough…

数理金融 · 定量金融 2022-10-25 Alessandro Bondi , Sergio Pulido , Simone Scotti

We prove a Tauberian theorem for the Laplace--Stieltjes transform and Karamata-type theorems in the framework of regularly log-periodic functions. As an application we determine the exact tail behavior of fixed points of certain type…

概率论 · 数学 2017-09-08 Peter Kevei

A dynamical model based on a continuous addition of colored shot noises is presented. The resulting process is colored and non-Gaussian. A general expression for the characteristic function of the process is obtained, which, after a scaling…

统计力学 · 物理学 2009-10-31 Jaume Masoliver , Miquel Montero , Alan McKane

A motivating question in this paper is whether a sensible investment strategy may systematically contain long positions in out-of-the-money European calls with short expiry. Here we consider a very simple trading strategy for calls. The…

数理金融 · 定量金融 2014-10-07 Jarno Talponen

We extend the class of tempered stable distributions first introduced in Rosinski 2007. Our new class allows for more structure and more variety of tail behaviors. We discuss various subclasses and the relation between them. To characterize…

概率论 · 数学 2013-06-11 Michael Grabchak

Asymptotic properties, both consistency and weak convergence, of estimators arising in a general class of dynamic recurrent event models are presented. The class of models take into account the impact of interventions after each event…

统计理论 · 数学 2019-11-19 Edsel A. Pena

We develop a finite-horizon model in which liquid-asset returns exhibit Levy-stable scaling on a data-driven window [tau_UV, tau_IR] and aggregate into a finite-variance regime outside. The window and the tail index alpha are identified…

数理金融 · 定量金融 2025-11-12 Dmitrii Vlasiuk

We consider the tail probabilities of stock returns for a general class of stochastic volatility models. In these models, the stochastic differential equation for volatility is autonomous, time-homogeneous and dependent on only a finite…

统计金融 · 定量金融 2019-03-21 Henrik O. Rasmussen , Paul Wilmott

We study the asymptotic behavior of spherically symmetric solutions in the Skyrme model. We show that the relaxation to the degree-one soliton (called the Skyrmion) has a universal form of a superposition of two effects: exponentially…

数学物理 · 物理学 2008-11-26 Piotr Bizoń , Tadeusz Chmaj , Andrzej Rostworowski

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 derive the short-maturity asymptotics for option prices in the local volatility model in a new short-maturity limit $T\to 0$ at fixed $\rho = (r-q) T$, where $r$ is the interest rate and $q$ is the dividend yield. In cases of practical…

证券定价 · 定量金融 2024-02-23 Dan Pirjol , Lingjiong Zhu

We present a number of related comparison results, which allow to compare moment explosion times, moment generating functions and critical moments between rough and non-rough Heston models of stochastic volatility. All results are based on…

数理金融 · 定量金融 2019-06-10 Martin Keller-Ressel , Assad Majid

In this paper, we study the statistical properties of the moneyness scaling transformation by Leung and Sircar (2015). This transformation adjusts the moneyness coordinate of the implied volatility smile in an attempt to remove the…

统计金融 · 定量金融 2020-09-22 Sergey Nasekin , Wolfgang Karl Härdle

We study tail behaviour of the distribution of the area under the positive excursion of a random walk which has negative drift and heavy-tailed increments. We determine the asymptotics for tail probabilities for the area.

概率论 · 数学 2019-07-03 Denis Denisov , Elena Perfilev , Vitali Wachtel

Let $\eta_1$, $\eta_2,\ldots$ be independent copies of a random variable $\eta$ with zero mean and finite variance which is bounded from the right, that is, $\eta\leq b$ almost surely for some $b>0$. Considering different types of the…

概率论 · 数学 2023-10-17 Alexander Iksanov , Vitali Wachtel

Despite the successes of probabilistic models based on passing noise through neural networks, recent work has identified that such methods often fail to capture tail behavior accurately, unless the tails of the base distribution are…

机器学习 · 统计学 2023-06-16 Feynman Liang , Liam Hodgkinson , Michael W. Mahoney

The asymptotic behavior of the tail probabilities for the first hitting times of the Bessel process with arbitrary index is shown without using the explicit expressions for the distribution function obtained in the authors' previous works.

概率论 · 数学 2016-02-17 Yuji Hamana , Hiroyuki Matsumoto