Optimal designs, robust designs, and robust estimations

最佳设计、稳健设计和稳健估计

• 批准号: 341783-2010
• 负责人: Xu, Xiaojian
• 金额: $ 0.87万
• 依托单位: Brock University
• 依托单位国家: 加拿大
• 项目类别: Discovery Grants Program - Individual
• 财政年份: 2014
• 资助国家: 加拿大
• 起止时间: 2014-01-01 至 2015-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=549484
• 关键词: Optimal; designs; robust; estimations

In the past few decades, the field of robust statistics as a well-defined research area has experienced substantial growth in general and expanding in promising new directions in particular. The robust approach to designs of statistical experiments and statistical inferences aims at deriving reliable statistical procedures which are not sensitive to small departures from model assumptions or small proportions of contamination in data.

在过去的几十年里，稳健统计作为一个明确的研究领域，总体上经历了大幅增长，特别是在有前途的新方向上不断扩大。稳健的方法来设计的统计实验和统计推断的目的是得出可靠的统计程序，这是不敏感的小偏离模型假设或小比例的污染数据。