A Distribution-Free Control Chart for Monitoring High-Dimensional Mean Vectors

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讲座时间:201876日上午9:00-11:30

讲座地点:经济管理学院106报告厅

内容简介:Various tests for mean vectors in high dimensional situations have been discussed recently; however, they have been rarely adapted to process monitoring. This paper develops a distribution-free control chart based on interpoint distances for monitoring mean vectors in high-dimensional settings. Numerical results show that the proposed control chart is efficient in detecting mean shifts in both symmetric and heavy-tailed distributions..

主讲人简介:舒连杰博士系澳门大学工商管理学院教授。他1998年获得西安交通大学机械工程和自动化学士学位后,获国家教委推荐赴香港科技大学工业工程及工程管理系直博。2002年加入澳门大学工商管理学院助理教授. 舒博士以第一作者或通讯作者在工业工程、质量工程或统计领域等顶级国际期刊(如《IISE Transaction》、《Journal of Quality Technology》、Naval Research Logistics》、《Statistics in Medicine》等)发表50多篇高水平研究论文。其主要研究兴趣为:资产组合优化、高维统计和监控,质量控制和管理,和统计计算。舒教授目前担任Journal of Statistical Computation and Simulation  Journal of Industrial and Production Engineering 副主编。舒博士的多项研究课题获得资助,总资助额度超过300万澳门币。

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