کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6858760 1438404 2018 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Copulas, uncertainty, and false discovery rate control
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Copulas, uncertainty, and false discovery rate control
چکیده انگلیسی
The false discovery rate (fdr) is a powerful approach to multiple testing. However, dependence among test statistics is critical for fdr control. The way in which this dependence structure is described represents the most prominent source of uncertainty of this statistical theme. Copulas play a relevant role among the techniques used to deal with uncertainty and dependence. This paper contributes to fill an existing gap in the scientific debate by exploring the connections between the literature on fdr and that on copulas. In particular, we aim at attracting the interest of the scientific community on this topic by identifying suitable classes of nonstandard copulas which ensure that fdr control can be attained for dependent test statistics.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Approximate Reasoning - Volume 100, September 2018, Pages 105-114
نویسندگان
, ,