Ornstein-Uhlenbeck过程的特征函数
haracteristic Function of Ornstein-Uhlenbeck Process
Ornstein-Uhlenbeck过程(简称O-U过程)是一种非常重要的马尔可夫过程,王梓坤首次引出了多参数O-U过程,并对二参数的情形作了比较系统的研究,而廖昭懋也将其中的部分结论进行了一定的推广。基于上述工作,本文主要是通过利用正态分布的方法来研究O-U过程的特征函数:由于正态分布具有很好的性质且已经有了一定的研究成果,于是这里首先采用求期望与方差的方式计算出一参数和二参数O-U过程正态部分的特征函数,然后再根据定义求出整个O-U过程的特征函数,最后类似地把它推广到多参数一维的情形。
Ornstein-Uhlenbeck process(O-U process for short) is a very important kind of Markov process,WangZikun gave the multi-parameter O-U process for the first time, and made a more systematic study of two-parameter O-U process, then LiaoZhaomao also generalized some of its conclusions to some extent. Based on these foundations, the characteristic function of O-U process is mainly considered in this paper in the way of normal distribution: as normal distribution has many good properties and many reseach achievements of it are well known to us, firstly the characteristic function of the mormal part of O-U process is obtained by the way of calculating mean and variance, then compute the characteristic function of whole O-U process by its definition and finally it is generalized to the case of multi-parameter one-dimensional similarly.
陈度华
数学
Ornstein-Uhlenbeck过程单参数多参数一维特征函数
Ornstein-Uhlenbeck processone-parametermulti-parameterone-dimensionalcharacteristic function
陈度华.Ornstein-Uhlenbeck过程的特征函数[EB/OL].(2010-05-24)[2025-08-04].http://www.paper.edu.cn/releasepaper/content/201005-570.点此复制
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