کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1147068 957546 2008 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
From moments of sum to moments of product
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آنالیز عددی
پیش نمایش صفحه اول مقاله
From moments of sum to moments of product
چکیده انگلیسی

We provide an identity that relates the moment of a product of random variables to the moments of different linear combinations of the random variables. Applying this identity, we obtain new formulae for the expectation of the product of normally distributed random variables and the product of quadratic forms in normally distributed random variables. In addition, we generalize the formulae to the case of multivariate elliptically distributed random variables. Unlike existing formulae in the literature, our new formulae are extremely efficient for computational purposes.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Multivariate Analysis - Volume 99, Issue 3, March 2008, Pages 542-554