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: 2013
• 资助国家: 加拿大
• 起止时间: 2013-01-01 至 2014-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=527462
• 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，稳健统计领域作为一个定义明确的研究领域，总体上经历了实质性的增长，特别是在有希望的新方向上不断扩大。设计统计实验和统计推断的稳健方法旨在得出可靠的统计程序，这些程序对模型假设的微小偏离或数据中小比例的污染不敏感。