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We prove simple general formulas for expectations of functions of a random walk and its running extremum. Under additional conditions, we derive analytical formulas using the inverse $Z$-transform, the Fourier/Laplace inversion and…

数值分析 · 数学 2022-08-01 Svetlana Boyarchenko , Sergei Levendorskiĭ

Integral representations for expectations of functions of a stable L\'evy process $X$ and its supremum $\bar X$ are derived. As examples, cumulative probability distribution functions (cpdf) of $X_T, \barX_T$, the joint cpdf of $X_T$ and…

概率论 · 数学 2022-09-27 Svetlana Boyarchenko , Sergei Levendorskiĭ

For L\'evy processes with exponentially decaying tails of the L\'evy density, we derive integral representations for the joint cpdf $V$ of $(X_T, \bar X_T,\tau_T)$ (the process, its supremum evaluated at $T<+\infty$, and the first time at…

概率论 · 数学 2023-12-11 Svetlana Boyarchenko , Sergei Levendorskii

We suggest new closely related methods for numerical inversion of $Z$-transform and Wiener-Hopf factorization of functions on the unit circle, based on sinh-deformations of the contours of integration, corresponding changes of variables and…

数值分析 · 数学 2024-05-08 Svetlana Boyarchenko , Sergei Levendorskiĭ

Characteristic functions of several popular classes of distributions and processes admit analytic continuation into unions of strips and open coni around $\mathbb{R}\subset \mathbb{C}$. The Fourier transform techniques reduces calculation…

计算金融 · 定量金融 2018-08-17 Svetlana Boyarchenko , Sergei Levendorskiĭ

In the paper, we develop a very fast and accurate method for pricing double barrier options with continuous monitoring in wide classes of L\'evy models; the calculations are in the dual space, and the Wiener-Hopf factorization is used. For…

计算金融 · 定量金融 2022-11-16 Svetlana Boyarchenko , Sergei Levendorskiĭ

This paper considers the valuation of exotic path-dependent options in L\'evy models, in particular options on the supremum and the infimum of the asset price process. Using the Wiener--Hopf factorization, we derive expressions for the…

证券定价 · 定量金融 2011-05-03 Ernst Eberlein , Kathrin Glau , Antonis Papapantoleon

In [16], under mild conditions, a Wiener-Hopf type factorization is derived for the exponential functional of proper L\'evy processes. In this paper, we extend this factorization by relaxing a finite moment assumption as well as by…

概率论 · 数学 2011-07-05 Pierre Patie , Mladen Savov

We develop an approach to Malliavin calculus for L\'evy processes from the perspective of expressing a random variable $Y$ by a functional $F$ mapping from the Skorohod space of c\`adl\`ag functions to $\mathbb{R}$, such that $Y=F(X)$ where…

概率论 · 数学 2014-10-31 Alexander Steinicke

We consider a new method of the semiparametric statistical estimation for the continuous-time moving average L\'evy processes. We derive the convergence rates of the proposed estimators, and show that these rates are optimal in the minimax…

统计方法学 · 统计学 2017-02-10 Denis Belomestny , Tatiana Orlova , Vladimir Panov

We develop a completely new and straightforward method for simulating the joint law of the position and running maximum at a fixed time of a general L\'{e}vy process with a view to application in insurance and financial mathematics.…

概率论 · 数学 2012-02-20 A. Kuznetsov , A. E. Kyprianou , J. C. Pardo , K. van Schaik

Suppose $X_{t}$ is a one-dimensional and real-valued L\'evy process started from $X_0=0$, which ({\bf 1}) its nonnegative jumps measure $\nu$ satisfying $\int_{\Bbb R}\min\{1,x^2\}\nu(dx)<\infty$ and ({\bf 2}) its stopping time $\tau(q)$ is…

概率论 · 数学 2017-01-20 Amir T. Payandeh Najafabadi , Dan Z. Kucerovsky

We provide analytical tools for pricing power options with exotic features (capped or log payoffs, gap options ...) in the framework of exponential L\'evy models driven by one-sided stable or tempered stable processes. Pricing formulas take…

证券定价 · 定量金融 2021-01-20 Jean-Philippe Aguilar

We develop a computational method for expected functionals of the drawdown and its duration in exponential L\'evy models. It is based on a novel simulation algorithm for the joint law of the state, supremum and time the supremum is attained…

概率论 · 数学 2023-11-20 Jorge González Cázares , Aleksandar Mijatović

Lewis and Mordecki have computed the Wiener-Hopf factorization of a L\'evy process whose restriction on $]0,+\infty[$ of their L\'evy measure has a rational Laplace transform. That allows to compute the distribution of $(X_t,\inf_{0\leq…

概率论 · 数学 2010-03-26 Sonia Fourati

The challenge to fruitfully merge state-of-the-art techniques from mathematical finance and numerical analysis has inspired researchers to develop fast deterministic option pricing methods. As a result, highly efficient algorithms to…

计算金融 · 定量金融 2015-11-06 Kathrin Glau

In this paper we study the optimal stopping problem for L\'evy processes studied by Novikov and Shiryayev, Stochastics, 2007 In particular, we are interested in finding the representing measure of the value function. It is seen that that…

概率论 · 数学 2010-02-22 Paavo Salminen

In this paper we address the problem of rare-event simulation for heavy-tailed L\'evy processes with infinite activities. We propose a strongly efficient importance sampling algorithm that builds upon the sample path large deviations for…

概率论 · 数学 2020-07-17 Xingyu Wang , Chang-Han Rhee

In this paper, we address rare-event simulation for heavy-tailed L\'evy processes with infinite activities. The presence of infinite activities poses a critical challenge, making it impractical to simulate or store the precise sample path…

概率论 · 数学 2024-08-07 Xingyu Wang , Chang-Han Rhee

We establish several closed pricing formula for various path-independent payoffs, under an exponential L\'evy model driven by the Variance Gamma process. These formulas take the form of quickly convergent series and are obtained via tools…

证券定价 · 定量金融 2020-06-03 Jean-Philippe Aguilar
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