The Explicit Chaotic Representation of the powers of increments of Lévy Processes
نویسندگان
چکیده
An explicit formula for the chaotic representation of the powers of increments, (Xt+t0 −Xt0) n , of a Lévy process is presented. There are two different chaos expansions of a square integrable functional of a Lévy process: one with respect to the compensated Poisson random measure and the other with respect to the orthogonal compensated powers of the jumps of the Lévy process. Computationally explicit formulae for both of these chaos expansions of (Xt+t0 −Xt0) n are given in this paper. Simulation results verify that the representation is satisfactory. The CRP of a number of financial derivatives can be found by expressing them in terms of (Xt+t0 −Xt0) n using Taylor’s expansion. MSC: 60J30; 60H05
منابع مشابه
Chaotic Genetic Algorithm based on Explicit Memory with a new Strategy for Updating and Retrieval of Memory in Dynamic Environments
Many of the problems considered in optimization and learning assume that solutions exist in a dynamic. Hence, algorithms are required that dynamically adapt with the problem’s conditions and search new conditions. Mostly, utilization of information from the past allows to quickly adapting changes after. This is the idea underlining the use of memory in this field, what involves key design issue...
متن کاملA remark on asymptotic enumeration of highest weights in tensor powers of a representation
We consider the semigroup $S$ of highest weights appearing in tensor powers $V^{otimes k}$ of a finite dimensional representation $V$ of a connected reductive group. We describe the cone generated by $S$ as the cone over the weight polytope of $V$ intersected with the positive Weyl chamber. From this we get a description for the asymptotic of the number of highest weights appearing in $V^{otime...
متن کاملParametric estimation of the driving Lévy process of multivariate CARMA processes from discrete observations
We consider the parametric estimation of the driving Lévy 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 space representation, we develop a method to recover the driving Lévy process exactly from a continuous record of the observed MCARMA process. We use tools fro...
متن کاملMultivariate Bernoulli and Euler polynomials via Lévy processes
By a symbolic method, we introduce multivariate Bernoulli and Euler polynomials as powers of polynomials whose coefficients involve multivariate Lévy processes. Many properties of these polynomials are stated straightforwardly thanks to this representation, which could be easily implemented in any symbolic manipulation system. A very simple relation between these two families of multivariate po...
متن کاملTime - inhomogeneous Lévy processes in interest rate and credit risk models
In this thesis, we present interest rate models and a credit risk model, all driven by time-inhomogeneous Lévy processes, i.e. stochastic processes whose increments are independent but in general not stationary. In the interest rate part, we discuss a Heath–Jarrow–Morton forward rate model (the Lévy term structure model), a model for forward bond prices (the Lévy forward price model) and a Libo...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2008