讲座题目：A Distribution-Free Control Chart for Monitoring High-Dimensional Processes based on Interpoint Distances

主讲人：舒连杰 教授

主持人：王斌会 教授

时间 ：2019年12月11日 (周三)  

             15:00-16:00

地点：暨南大学管理学院419室

讲座内容：

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. Other than the Euclidean distance, the family of Minkowski distance is used for discussion, which is a generalization of the former and other distances. The proposed approach is very general as it represents a class of nonparametric control charts based on distances. Numerical results show that the proposed control chart is efficient in detecting mean shifts in both symmetric and heavy-tailed distributions.

主讲人介绍：

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和 Journal of Industrial and Production Engineering 副主编。

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