کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1146629 957521 2010 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On the simplified pair-copula construction — Simply useful or too simplistic?
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آنالیز عددی
پیش نمایش صفحه اول مقاله
On the simplified pair-copula construction — Simply useful or too simplistic?
چکیده انگلیسی

Due to their high flexibility, yet simple structure, pair-copula constructions (PCCs) are becoming increasingly popular for constructing continuous multivariate distributions. However, inference requires the simplifying assumption that all the pair-copulae depend on the conditioning variables merely through the two conditional distribution functions that constitute their arguments, and not directly. In terms of standard measures of dependence, we express conditions under which a specific pair-copula decomposition of a multivariate distribution is of this simplified form. Moreover, we show that the simplified PCC in fact is a rather good approximation, even when the simplifying assumption is far from being fulfilled by the actual model.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Multivariate Analysis - Volume 101, Issue 5, May 2010, Pages 1296–1310
نویسندگان
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