کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6855960 1437700 2018 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On the construction of radially symmetric copulas in higher dimensions
ترجمه فارسی عنوان
در ساخت مخازن شعاعی متقارن در ابعاد بالاتر
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
We prove a representation theorem for copulas that are (simultaneously) symmetric and radially symmetric. We use this representation theorem to propose a method to construct an n-ary symmetric function that is radially symmetric, starting from an (n−1)-dimensional copula and an n-ary auxiliary function. We study the necessary and sufficient conditions on this auxiliary function that guarantee our construction method to result in a symmetric and radially symmetric n-dimensional copula. We examine several options for defining the auxiliary function in the trivariate case, inspired by the nesting of copulas, the lifting of copulas and product-like extensions. For each choice of auxiliary function, we provide several examples for different families of copulas.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 335, 15 March 2018, Pages 30-47
نویسندگان
, , ,