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研究生:羅玉芬
論文名稱:容許區間建構的 c 管制圖
論文名稱(外文):Improved c Control Charts based on Tolerance Intervals
指導教授:王秀瑛王秀瑛引用關係
指導教授(外文):Wang, Hsiuying
學位類別:碩士
校院名稱:國立交通大學
系所名稱:統計學研究所
學門:數學及統計學門
學類:統計學類
論文種類:學術論文
論文出版年:2011
畢業學年度:99
語文別:英文
論文頁數:37
中文關鍵詞:c管制圖容許區間卜瓦松分佈
外文關鍵詞:c charttolerance intervalpoisson distribution
相關次數:
  • 被引用被引用:0
  • 點閱點閱:193
  • 評分評分:
  • 下載下載:27
  • 收藏至我的研究室書目清單書目收藏:1
傳統的 c 管制圖通常是根據卜瓦松分佈的信賴區間來建構的管制圖。當監控分佈的參數已知時,現有的 c 管制圖有令人滿意的監控結果,然而,當此參數未知時,現有的 c 管制圖則會遭遇到型一誤差過大的缺點。我們在這研究論文中,提出利用卜瓦松分佈的容許區間來建構 c 管制圖。藉由統計模擬和實際資料的分析顯示,新的 c 管制圖在許多情況都優於現有的 c 管制圖。
In the previous studies, c charts are usually constructed by confidence intervals for the mean of a poisson distribution. When the mean is known, the existing c charts may lead to a satisfactory result, However, when the mean is unknown, the existing c charts suffer the drawback of large type I error. In this study, c charts based on tolerance intervals for the poisson distribution are proposed. A numerical study shows the proposed c charts outperform the existing ones.
Contents
Chinese Abstract i
English Abstract ii
Acknowledgement iii
Table of Contents iv
List of Tables v
List of Figures vi
1 Introduction 1
2 Existing methods 4
3 Improved c chart 19
4 Width comparison 20
5 Example 26
6 Conclusion 34
[1] Agresti, A. and Coull, B. (1998). Approximate is better than ‘exact’ for interval estimation of binomial proportions. The American Statistican, 52, 119-126.
[2] Anscombe, F.J. (1948). The transformation of poisson, binomial and negative-binomial data. Biometrika, 35, 246-254.
[3] Bartlett, M. S. (1936). The square root transformation in the analysis of variance. Supplement to the Journal of the Royal Statistical Society, 3, 68-73.
[4] Bartlett, M. S. (1947). The use of transformations. Biometrics, 3, 39-52.
[5] Brown, L. D., Cai, T. and DasGupta, A. (2002). Confidence intervals for a binomial proportion and Edgeworth expansions. The Annals of Statistics, 30, 160-201.
[6] Brown, L. D., Cai, T. and DasGupta, A. (2003). Interval estimation in exponential families. Statistica Sinica, 13, 19-49.
[7] Cai, T. (2005). One-sided confidence intervals in discrete distributions. Statistica Sinica, 19, 905-923.
[8] Cai, T. and Wang, H. (2009). Tolerance intervals for discrete distributions in exponential families. Statistica Sinica, 19, 905-923.
[9] Cummings, J., Zhou, C and Dive, C. (2011). Application of the β-expectation tolerance interval to method validation of the M30 and M65 ELISA cell death biomarker
assays. Journal of Chromatography B, 879, 887-93.
[10] M. and Goh, T.N. (1997). Two-stage control charts for high yield processes. International Journal of Reliability, Quality and Safety Engineering, 4, 149-165.
[11] Freeman, M.F. and Tukey, J.W. (1950). Transformations related to the angular and the square root. Annals of Mathematical Statistics, 21, 607V611.
[12] Gebizlioglu, O.L. and Yagci, B. (2008). Tolerance intervals for quantiles of bivariate risks and risk measurement. Insurance: Mathematics and Economics, 42, 1022-1027.
[13] Hahn, G.J. and Chandra, R. (1981). Tolerance intervals for Poisson and Binomial variables. Journal of Quality Technology, 13, 100-110.
[14] Hahn, G.J. and Meeker, W.Q. (1991). Statistical Intervals: A Guide for Practitioners, 2nd edition. John Wiley & fSons Inc. New York.
[15] Montgomery D.C. (2002). Introduction To Statistical Quality Control, 6th edition. John Wiley & fSons Inc. Hoboken, N.J..
[16] Ryan T. P. and Schwertman, N. C. (1997). Optimal limits for attributes control charts. Journal of Quality Technology, 29, 86-98.
[17] Wang, H. (2007). Estimation of the probability of passing the USP dissolution test. J Biopharm Stat, 17, 407-413.
[18] Wang, H. (2009). Comparison of p control charts for low defective rate. Computational Statistics and Data Analysis, 53, 4210-4220.
[19] Wilson, E. B. (1927). Probable inference, the law of succession, and statistical inference. Journal of the American Statistical Association, 22,209V212.
[20] Winterbottom, A. (1993). Simple adjustments to improve control limits on attribute charts. Quality and Reliability Engineering International, 9, 105-109.
[21] Xie, M., Goh, T.N. and Kuralmani, V. (2002). Statistical Models and Control Charts for High Quality Processes. Kluwer Academic Publishers, Boston, MA.
[22] Zaslavsky, B.G. (2007). Calculation of tolerance limits and sample size determination for clinical trials with dichotomous outcomes. Journal of Biopharmaceutical Statistics, 17, 481-91.
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