單因子隨機效應模型下的替代容許界限

淡江大學機構典藏 > 理學院 > 應用數學與數據科學學系 > 學位論文 > Item 987654321/32884

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题名:	單因子隨機效應模型下的替代容許界限
其它题名:	An alternative tolerance limit for a one-way random effects model
作者:	王志遠;Wang, Chih-yuan
贡献者:	淡江大學數學學系碩士班陳順益;Chen, Shun-yi
关键词:	容許界限;涵蓋率;tolerance limits;converage rate
日期:	2007
上传时间:	2010-01-11 02:55:59 (UTC+8)
摘要:	在工業應用上，對於單因子隨機效應模型中，建構一個容許界限是極重要的問題，已有不少學者研究及提出方法。本篇則針對Mee和Owen(1983)、Vangel(1992)、Harris和Chen(2001)、Chen和Harris(2006)及Krishnamoorthy和Mathew(2004)五篇論文所推導出來的容許界限，利用蒙地卡羅法模擬方法去計算這些容許界限的涵蓋率、平均值、標準差，及引用三個實際的例子，比較其結果。從模擬和實例的結果，顯示出Harris和Chen(2001)、Chen和Harris (2006)所導出的容許界限比其他容許界限較不保守，且提供較精確的覆蓋率和較小的標準差。 In engineering applications, the problem of constructing tolerance limits in the one-way random effects model has been investigated by several authors. In this paper, an extensive simulation study is carried out to compare the performance of tolerance limits of Harris and Chen (2001), Chen and Harris (2006), Mee and Owen (1983), Vangel(1992), and Krishnamoorthy and Mathew (2004). In addition, we include three examples from Lemon (1977) and Vangel (1992) to compare the methods . The simulation results and numerical examples show that the tolerance limits based on Harris and Chen (2001)and Chen and Harris (2006) are less conservative than other methods and also provides more accurate coverage rates as well as smaller standard deviations.
显示于类别:	[應用數學與數據科學學系] 學位論文

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