کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5129980 1489855 2017 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Distribution spread and location metrics using entropic separation
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
Distribution spread and location metrics using entropic separation
چکیده انگلیسی


- New metrics for spread and location are established, applicable to any distributions.
- The measures utilise a separation distance between observations, as points of binary entropic concentration.
- Partition entropy resolves limitations of traditional differential entropy.

Distribution spread as a separation width is formalised using partition entropy, resulting in a metric for dispersion with associated end points. The binary framework resolves interpretive and other limitations of the traditional differential entropy metric, and is robust to distributional shape.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistics & Probability Letters - Volume 124, May 2017, Pages 148-153
نویسندگان
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