English  |  正體中文  |  简体中文  |  全文笔数/总笔数 : 58323/91876 (63%)
造访人次 : 14072203      在线人数 : 51
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library & TKU Library IR team.
搜寻范围 查询小技巧:
  • 您可在西文检索词汇前后加上"双引号",以获取较精准的检索结果
  • 若欲以作者姓名搜寻,建议至进阶搜寻限定作者字段,可获得较完整数据
  • 进阶搜寻

    jsp.display-item.identifier=請使用永久網址來引用或連結此文件: http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/107072

    题名: On the monitoring of mixture simple linear profiles
    作者: Yi-Hua Tina Wang;Hsiuying Wang
    关键词: profile monitoring;mixture normal distributions;EWMA control charts;EM algorithm
    日期: 2016/01/20
    上传时间: 2016-08-15
    出版者: Taylor & Francis
    摘要: In some applications, the quality of a process or product is best characterized by a functional relationship between a response variable and one or more explanatory variables. Profile monitoring is used to understand and to check the stability of this relationship or curve over time. In the existing simple linear regression profile models, it is often assumed that the data follow a single mode distribution and consequently the noise of the functional relationship follows a normal distribution. However, in some applications, it is likely that the data may follow a multiple-modes distribution. In this case, it is more appropriate to assume that the data follow a mixture profile. In this study, we focus on a mixture simple linear profile model, and propose new control schemes for Phase II monitoring. The proposed methods are shown to have good performance in a simulation study.
    關聯: Journal of Statistical Computation and Simulation 86(15), p.3009-3024
    DOI: 10.1080/00949655.2016.1145679
    显示于类别:[統計學系暨研究所] 期刊論文


    档案 描述 大小格式浏览次数
    On the monitoring of mixture simple linear profiles.pdf1450KbAdobe PDF0检视/开启



    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library & TKU Library IR teams. Copyright ©   - 回馈