Complex data, model selection and bootstrap inference

复杂数据、模型选择和引导推理

• 批准号: DP0881310
• 负责人: Prof Alan Welsh
• 金额: $ 16.3万
• 依托单位: The Australian National University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2008
• 资助国家: 澳大利亚
• 起止时间: 2008-01-01 至 2010-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0881310
• 关键词: Complex; data; model; selection; bootstrap

The project will provide new statistical methods and associated software for the analysis and modelling of complex data, as well as quality research training. This project will benefit researchers in statistics and users of statistics who encounter the complex data considered in this project and who need to model and make inferences from these data. Since these kinds of data arise in many areas (such as medicine, genetics, chemistry etc), Australia and Australian industry will ultimately benefit from the proposed research. The strengthening of international link and the training of highly trained research scientists in an area of national importance will also benefit Australia.

该项目将为复杂数据的分析和建模提供新的统计方法和相关软件，并提供高质量的研究培训。这个项目将使统计研究人员和统计用户受益，他们遇到了这个项目中考虑的复杂数据，需要从这些数据中建模和推断。由于这类数据出现在许多领域（如医学、遗传学、化学等），澳大利亚和澳大利亚工业最终将从拟议的研究中受益。加强国际联系和在具有国家重要性的领域培训训练有素的研究科学家也将使澳大利亚受益。