کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1146504 957514 2012 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A note on testing hypotheses for stationary processes in the frequency domain
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آنالیز عددی
پیش نمایش صفحه اول مقاله
A note on testing hypotheses for stationary processes in the frequency domain
چکیده انگلیسی

In a recent paper, Eichler (2008) [11] considered a class of non- and semiparametric hypotheses in multivariate stationary processes, which are characterized by a functional of the spectral density matrix. The corresponding statistics are obtained using kernel estimates for the spectral distribution and are asymptotically normally distributed under the null hypothesis and local alternatives. In this paper, we derive the asymptotic properties of these test statistics under fixed alternatives. In particular, we also show weak convergence but with a different rate compared to the null hypothesis. We also discuss potential statistical applications of the asymptotic theory by means of a small simulation study.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Multivariate Analysis - Volume 104, Issue 1, February 2012, Pages 101–114
نویسندگان
, ,