statistical theory and applications

统计理论与应用

• 批准号: 1000229212-2013
• 负责人: Reid, Nancy
• 金额: $ 14.57万
• 依托单位: University of Toronto
• 依托单位国家: 加拿大
• 项目类别: Canada Research Chairs
• 财政年份: 2019
• 资助国家: 加拿大
• 起止时间: 2019-01-01 至 2020-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=694519
• 关键词: statistical; theory; applications

Modern technology has simplified the collection of large and complex sets of data, which are being used to answer important research questions in many fields of science and social science. Statistical models and methods are an essential part of this research, and understanding these methods requires progress on the theory of statistical modelling and inference for complex data. The proposed research program will develop the theory of statistical inference in these complex settings, both to deepen our understanding of the intellectual development of the field of statistics and to provide a framework for developing new methods of analysis.

现代技术简化了大型复杂数据的收集，这些数据被用来回答科学和社会科学许多领域的重要研究问题。 统计模型和方法是这项研究的重要组成部分，理解这些方法需要在复杂数据的统计建模和推理理论方面取得进展。 拟议的研究计划将在这些复杂的环境中发展统计推断理论，既加深我们对统计领域智力发展的理解，又为开发新的分析方法提供框架。