Limit Theorems on Convergence to Generalized Cauchy Type Processes
نویسندگان
چکیده
We prove a limit theorem on convergence of mathematical expectations functionals sums independent random variables to Cauchy problem solution for an evolution equation $$ \frac{\partial u}{\partial t}={\left(-1\right)}^m{\mathcal{A}}_{\mu }, where {\mathcal{A}}_m is convolution operator with generalized function |x|−2m − 2, m ∈ N.
منابع مشابه
Generalized Cauchy Type
Self-similar process with long-range dependence LRD , that is, fractional Gaussian noise fGn with LRD is a widely used model of Internet traffic. It is indexed by its Hurst parameterHfGn that linearly relates to its fractal dimensionDfGn. Note that, on the one hand, the fractal dimensionD of traffic measures local self-similarity. On the other hand, LRD is a global property of traffic, which is...
متن کاملConvergence of excursion point processes and its applications to functional limit theorems of Markov processes on a half-line
for constants c, r ≥ 0 and a jumping-in measure j on (0,∞). Itô–McKean [9] and Itô [8] have constructed a sample path of the strong Markov process characterized as above for a possible triplet (m, j, c, r). Such a process which starts from the origin will be denoted by Xm,j,c,r. Lamperti [18] has characterized the totality of strong Markov processes X = Xm,j,c,r with the self-similar property: ...
متن کاملLimit Theorems for Renewal Processes
This article describes the Key renewal theorem and the Blackwell’s renewaltheorem. These two limit theorems for renewal processes are equivalent but of different forms.They are particularly useful for characterizing the asymptotic behavior of a probabilisticquantity of interest in a renewal process. We present two applications of these limit theorems:the limiting distributions o...
متن کاملFunctional limit theorems of Markov processes on a half line via pathwise convergence of excursions
An invariance principle is obtained for a Markov process on a half line with continuous paths on the interior. Investigated are the domains of attraction of the two different types of self-similar processes introduced by Lamperti. Our approach is to establish pathwise convergence of excursions, which is based on Itô’s excursion theory and a recent result of convergence of excursion measures by ...
متن کاملMoment Convergence in Conditional Limit Theorems
SVANTE JANSON Abstract. Consider a sum ∑N 1 Yi of random variables conditioned on a given value of the sum ∑N 1 Xi of some other variables, where Xi and Yi are dependent but the pairs (Xi, Yi) form an i.i.d. sequence. We consider here the case when each Xi is discrete. We prove, for a triangular array ((Xni, Yni)) of such pairs satisfying certain conditions, both convergence of the distribution...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Mathematical Sciences
سال: 2021
ISSN: ['1072-3374', '1573-8795']
DOI: https://doi.org/10.1007/s10958-021-05587-w