跳到主要导航 跳到搜索 跳到主要内容

Testing estimator's credibility - Part I: Tests for MSE

  • University of New Orleans

科研成果: 书/报告/会议事项章节会议稿件同行评审

5 引用 (Scopus)

摘要

Most estimators and filters provide assessments of their own estimation error, often in the form of mean-square error. Are these self-assessments trustable? What is the degree to which they are trustable? This is Part I of a two-part series that provides answers to some of these questions, referred to as the credibility of the estimators. It formulates the concept of credibility, proposes tests for MSE-credibility, and discusses their superiority to the existing test. Numerical examples are provided to illustrate the utility and effectiveness of the proposed tests and the drawbacks of the existing test.

源语言英语
主期刊名2006 9th International Conference on Information Fusion, FUSION
出版商IEEE Computer Society
ISBN(印刷版)1424409535, 9781424409532
DOI
出版状态已出版 - 2006
已对外发布
活动9th International Conference on Information Fusion, FUSION 2006 - Florence, 意大利
期限: 10 7月 200613 7月 2006

丛书

姓名2006 9th International Conference on Information Fusion, FUSION

会议

会议9th International Conference on Information Fusion, FUSION 2006
国家/地区意大利
Florence
时期10/07/0613/07/06

学术指纹

探究 'Testing estimator's credibility - Part I: Tests for MSE' 的科研主题。它们共同构成独一无二的学术指纹。

引用此