Jensen's inequality for random elements in metric spaces and some applications

被引:6
|
作者
Teran, Pedro [1 ]
机构
[1] Univ Oviedo, Escuela Politecn Ingn, Dept Estadist & IO & DM, E-33071 Gijon, Spain
关键词
Convex combination; Jensen inequality; Metric space; Random compact set; Random probability measure; LARGE NUMBERS; STRONG LAWS; SUBDIFFERENTIALS;
D O I
10.1016/j.jmaa.2013.09.047
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Jensen's inequality is extended to metric spaces endowed with a convex combination operation. Applications include a dominated convergence theorem for both random elements and random sets, a monotone convergence theorem for random sets, and other results on set-valued expectations in metric spaces and on random probability measures. (c) 2013 Published by Elsevier Inc.
引用
收藏
页码:756 / 766
页数:11
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