Two-Sample Dispersion Tests for Interval-Valued Data

被引：1
|
作者：
Grzegorzewski, Przemyslaw [1 ,2 ]
机构：
[1] Polish Acad Sci, Syst Res Inst, Newelska 6, PL-01447 Warsaw, Poland
[2] Warsaw Univ Technol, Fac Math & Informat Sci, Koszykowa 75, PL-00662 Warsaw, Poland
来源：
INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS: APPLICATIONS, IPMU 2018, PT III | 2018年 / 855卷
关键词：
Interval-valued data; Nonparametric test; p-value; Tests for dispersion; The Sukhatme test; Random interval; STATISTICAL-ANALYSIS; FUZZY;
D O I：
10.1007/978-3-319-91479-4_4
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The two-sample dispersion testing problem is considered. Two generalizations of the Sukhatme test for interval-valued data are proposed. These two versions correspond to different possible views on the interval outcomes of the experiment: the epistemic or the ontic one. Each view yields its own approach to data analysis which results in a different test construction and the way of carrying on the statistical inference.
引用
收藏
页码：40 / 51
页数：12
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