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For a L\'evy process $\xi=(\xi_t)_{t\geq0}$ drifting to $-\infty$, we define the so-called exponential functional as follows \[{\rm{I}}_{\xi}=\int_0^{\infty}e^{\xi_t} dt.\] Under mild conditions on $\xi$, we show that the following…

概率论 · 数学 2014-02-26 Pierre Patie , Juan Carlos Pardo Milan , Mladen Savov

We construct intrinsic on-and off-diagonal upper and lower estimates for the transition probability density of a L\'evy process in small time. By intrinsic we mean that such estimates reflect the structure of the characteristic exponent of…

概率论 · 数学 2013-08-09 Victoria Knopova , Alexei Kulik

We derive explicitly the coupling property for the transition semigroup of a L\'{e}vy process and gradient estimates for the associated semigroup of transition operators. This is based on the asymptotic behaviour of the symbol or the…

概率论 · 数学 2012-12-06 René L. Schilling , Paweł Sztonyk , Jian Wang

We consider the parametric estimation of the driving L\'evy process of a multivariate continuous-time autoregressive moving average (MCARMA) process, which is observed on the discrete time grid $(0,h,2h,...)$. Beginning with a new state…

概率论 · 数学 2015-05-19 Peter J. Brockwell , Eckhard Schlemm

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

The Convolution and Master equations governing the time behavior of the term structure of Interest Rates are set up both for continuous variables and for their discretised forms. The notion of Seed is introduced. The discretised theoretical…

其他凝聚态物理 · 物理学 2007-05-23 Thomas Alderweireld , Jean Nuyts

We construct a higher level analogue of Dorey's rule, which describe certain surjective morphisms between Kirillov--Reshetikhin (KR) modules over quantum affine algebras. Building on this, we establish a generalized T-system of short exact…

量子代数 · 数学 2026-01-21 Se-jin Oh , Travis Scrimshaw

We investigate some recursive procedures based on an exact or ``approximate'' Euler scheme with decreasing step in vue to computation of invariant measures of solutions to S.D.E. driven by a L\'evy process. Our results are valid for a large…

概率论 · 数学 2008-04-02 Fabien Panloup

We consider fractional differential equations of order $\alpha \in (0,1)$ for functions of one independent variable $t\in (0,\infty)$ with the Riemann-Liouville and Caputo-Dzhrbashyan fractional derivatives. A precise estimate for the order…

经典分析与常微分方程 · 数学 2008-11-22 Anatoly N. Kochubei

We study the large deviation estimates for the short time asymptotic behavior of a strongly degenerate diffusion process. Assuming a nilpotent structure of the Lie algebra generated by the driving vector fields, we obtain a graded large…

概率论 · 数学 2019-01-30 Gérard Ben Arous , Jing Wang

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

The accuracy of least squares calibration using option premiums and particle filtering of price data to find model parameters is determined. Derivative models using exponential L\'evy processes are calibrated using regularized weighted…

证券定价 · 定量金融 2017-05-16 Stavros J. Sioutis

In this paper, we consider the Whittle estimator for the parameters of a stationary solution of a continuous-time linear state space model sampled at low frequencies. In our context the driving process is a L\'evy process which allows…

统计理论 · 数学 2020-02-24 Vicky Fasen-Hartmann , Celeste Mayer

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 investigate critical equilibrium and out of equilibrium properties of a ferromagnetic Ising model in one and two dimension in the presence of long range interactions, $J_{ij}\propto r^{-(d+\sigma)}$. We implement a novel local dynamics…

统计力学 · 物理学 2023-07-10 Riccardo Aiudi , Raffaella Burioni , Alessandro Vezzani

Obtaining coarse-grained models that accurately incorporate finite-size effects is an important open challenge in the study of complex, multi-scale systems. We apply Langevin regression, a recently developed method for finding stochastic…

适应与自组织系统 · 物理学 2021-10-12 Jordan Snyder , Jared L. Callaham , Steven L. Brunton , J. Nathan Kutz

The paper gives an introduction to rate equations in nonlinear continuum mechanics which should obey specific transformation rules. Emphasis is placed on the geometrical nature of the operations involved in order to clarify the different…

经典物理 · 物理学 2024-09-13 Daniel Aubram

Calibrating a L\'evy process usually requires characterizing its jump distribution. Traditionally this problem can be solved with nonparametric estimation using the empirical characteristic functions (ECF), assuming certain regularity, and…

机器学习 · 统计学 2019-09-30 Kailai Xu , Eric Darve

By killing a stable L\'{e}vy process when it leaves the positive half-line, or by conditioning it to stay positive, or by conditioning it to hit 0 continuously, we obtain three different positive self-similar Markov processes which…

概率论 · 数学 2016-08-16 Maria Emilia Caballero , Loïc Chaumont

It is well known that certain fractional diffusion equations can be solved by the densities of stable L\'evy motions. In this paper we use the classical semigroup approach for L\'evy processes to define semi-fractional derivatives, which…

概率论 · 数学 2019-05-03 Peter Kern , Svenja Lage , Mark M. Meerschaert