کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1154109 958371 2008 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Infinite divisibility of skew Gaussian and Laplace laws
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
Infinite divisibility of skew Gaussian and Laplace laws
چکیده انگلیسی

We study infinite divisibility of skew distributions given by the density function gλ(x)=2f(x)F(λx)gλ(x)=2f(x)F(λx), λ∈Rλ∈R, where f and F   are the density and distribution functions of (symmetric) normal or Laplace laws. It turns out that although the symmetric laws are both infinitely divisible (ID), the skew normal is not ID but the skew Laplace is ID. A new stochastic representation for skewed Laplace distributions is given, which is independently useful for simulation. We also show that the skew Laplace laws are self-decomposable only for |λ||λ| below a specified threshold.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistics & Probability Letters - Volume 78, Issue 6, 15 April 2008, Pages 654–660
نویسندگان
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