國立政治大學統計學系
學 術 演 講
主講人：Prof. Arthur B. Yeh (葉百堯教授)學 術 演 講
Department of Business Analytics, Economics and Information Systems
Bowling Green State University
題 目：Multivariate Control Chart Based on Multiple Testing Procedure: A Unified
Monitoring and Diagnostic Scheme
時 間：民國115年6月8日 (星期一) 下午1：30
地 點：國立政治大學逸仙樓050101教室
摘 要：
The multiple testing procedures have garnered some degree of prominence in modern-era statistical applications, especially in genome and genes sequencing research. In this talk, we will discuss how multiple testing procedures can be adapted to construct multivariate control charts. The control charts thus developed can not only monitor correlated variables but also provide instantaneous diagnostics of out-of-control parameters when an out-of-control signal is detected, without much further efforts. In essence, the multiple testing procedures-based multivariate control charts simultaneously tackle and provide solutions to two major challenges, monitoring/detection and diagnostics, in multivariate control chart developments and applications. Furthermore, these types of charts offer potential solutions to problems that have received little or almost no attention in existing literature, e.g., multivariate control charts for monitoring correlated variables of different types. The discussions focus on some recent work, as well as potential future research directions along the same line.
Keywords: Diagnostics; Monitoring and Detection; Multiple testing procedures; Multivariate control charts.
