An Asymptotic Property of Gaussian Processes. I

An Asymptotic Property of Gaussian Processes . K 1 )

asymptotic property of order statistics and sample quntile

چکیده: فرض کنید که تابعی از اپسیلون یک مجموع نامتناهی از احتمالات موزون مربوط به مجموع های جزئی براساس یک دنباله از متغیرهای تصادفی مستقل و همتوزیع باشد، و همچنین فرض کنید توابعی مانند g و h وجود دارند که هرگاه امید ریاضی توان دوم x متناهی و امیدریاضی x صفر باشد، در این صورت می توان حد حاصلضرب این توابع را بصورت تابعی از امید ریاضی توان دوم x نوشت. حالت عکس نیز برقرار است. همچنین ما با استفاده...

The Rate of Entropy for Gaussian Processes

In this paper, we show that in order to obtain the Tsallis entropy rate for stochastic processes, we can use the limit of conditional entropy, as it was done for the case of Shannon and Renyi entropy rates. Using that we can obtain Tsallis entropy rate for stationary Gaussian processes. Finally, we derive the relation between Renyi, Shannon and Tsallis entropy rates for stationary Gaussian proc...

Asymptotic Distribution for the Sum and Maximum of Gaussian Processes

Previous work on the joint asymptotic distribution of the sum and maxima of Gaussian processes is extended here. In particular, it is shown that for a stationary sequence of standard normal random variables with correlation function r, the condition r(n) log n = o(1) as n →∞ suffices to establish the asymptotic independence of the sum and maximum.

Asymptotic behaviour of Gaussian processes with integral representation

The aim of this work is the study of limit points of Gaussian processes with continuous paths de ned by an integral representation. Precisely, we control the asymptotic behaviour of a(t)Xt , where a is a function which vanishes at in nity and X is a Gaussian process. At rst, we study real-valued processes indexed by a discrete set of parameters: we give a simple expression of the upper limit at...