Statistical Classification

统计分类

• 批准号: 0071832
• 负责人: John Hartigan
• 金额: $ 19.83万
• 依托单位: Yale University
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 2000
• 资助国家: 美国
• 起止时间: 2000-07-01 至 2004-06-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0071832&HistoricalAwards=false
• 关键词: Statistical; Classification

This proposal considers fundamental statistical research into the theories governing clustering of multivariate objects and variables, and the interrelation of classification and probability in prediction and explanation. The emphases will be on classification probabilities, probability matching, probability searching algorithms, topological and block clustering, and multimodality.Applications of these techniques include grouping and ultimate identification of biological entities, the analysis of block voting behavior and the determination of multimodal collections in large databases.

该建议考虑了对多变量对象和变量聚类理论的基础统计研究，以及预测和解释中分类和概率的相互关系。 重点讨论分类概率、概率匹配、概率搜索算法、拓扑和块聚类以及多模态等技术，这些技术的应用包括生物实体的分组和最终识别、块投票行为分析以及大型数据库中多模态集合的确定。