Inverse and related problems in statistics

统计中的逆问题及相关问题

• 批准号: DP0986404
• 负责人: Prof Aurore Delaigle
• 金额: $ 70.11万
• 依托单位: The University of Melbourne
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2009
• 资助国家: 澳大利亚
• 起止时间: 2009-06-15 至 2016-06-30
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0986404
• 关键词: Inverse; related; problems; statistics

Modern statistical inverse problems arise in fields from astronomy and biology to engineering and finance. Sometimes the problems involve the analysis of small samples of very high dimensional data, and are central to information aquisition in areas such as genomics and signal analysis. All these topics are of significant national importance, and their solution will bring national and community benefits. In addition, the program to which the proposal will lead will be used extensively for research training. In Australia, where the demand for research-trained statisticians greatly exceeds supply, this contribution to the nation and the community will be particularly important.

现代统计逆问题出现在从天文学、生物学到工程学和金融学的各个领域。有时，这些问题涉及对非常高维数据的小样本的分析，并且对基因组学和信号分析等领域的信息获取至关重要。所有这些问题都具有重大的国家意义，解决这些问题将带来国家和社区的利益。此外，该提案将导致的程序将广泛用于研究培训。在澳大利亚，对受过研究训练的统计学家的需求远远超过供应，这对国家和社会的贡献将特别重要。