کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1150745 957986 2006 17 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Weak convergence of functionals of stationary long memory processes to Rosenblatt-type distributions
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Weak convergence of functionals of stationary long memory processes to Rosenblatt-type distributions
چکیده انگلیسی

We provide an asymptotic result for the distribution of functionals of continuous Gaussian processes with long memory. Much of the existing literature on the subject resorts to asymptotic representations based on stochastic integrals. However, the method of proof used here, based on characteristic functions, enables one to extend the class of functionals for which we are able to provide an asymptotic representation. Next, we study the properties of the asymptotic process and finally, as an application, we consider the case of continuous regression where the process of errors follows a Gamma process with long-range dependence.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 136, Issue 4, 1 April 2006, Pages 1220–1236
نویسندگان
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